Multivariate-Gaussian-based cepstral normalization for robust speech recognition. - Pedro J. Moreno 001; Bhiksha Raj; Evandro B. Gouvêa; Richard M. Stern (ICASSP, 1995)

A unified approach for robust speech recognition. - Pedro J. Moreno 001; Bhiksha Raj; Richard M. Stern (EUROSPEECH, 1995)

A vector Taylor series approach for environment-independent speech recognition. - Pedro J. Moreno 001; Bhiksha Raj; Richard M. Stern (ICASSP, 1996)

Cepstral compensation by polynomial approximation for environment-independent speech recognition. - Bhiksha Raj; Evandro Bacci Gouvêa; Pedro J. Moreno 001; Richard M. Stern (ICSLP, 1996)

The effects of background music on speech recognition accuracy. - Bhiksha Raj; Vipul N. Parikh; Richard M. Stern (ICASSP, 1997)

Inference of missing spectrographic features for robust speech recognition. - Bhiksha Raj; Rita Singh; Richard M. Stern (ICSLP, 1998)

Data-driven environmental compensation for speech recognition: A unified approach. - Pedro J. Moreno 001; Bhiksha Raj; Richard M. Stern (Speech Commun., 1998)

Automatic clustering and generation of contextual questions for tied states in hidden Markov models. - Rita Singh; Bhiksha Raj; Richard M. Stern (ICASSP, 1999)

Domain adduced state tying for cross-domain acoustic modelling. - Rita Singh; Bhiksha Raj; Richard M. Stern (EUROSPEECH, 1999)

Automatic generation of phone sets and lexical transcriptions. - Rita Singh; Bhiksha Raj; Richard M. Stern (ICASSP, 2000)

Reconstruction of damaged spectrographic features for robust speech recognition. - Bhiksha Raj; Michael L. Seltzer; Richard M. Stern (INTERSPEECH, 2000)

Classifier-based mask estimation for missing feature methods of robust speech recognition. - Michael L. Seltzer; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2000)

Structured redefinition of sound units by merging and splitting for improved speech recognition. - Rita Singh; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2000)

Speech in Noisy Environments: robust automatic segmentation, feature extraction, and hypothesis combination. - Rita Singh; Michael L. Seltzer; Bhiksha Raj; Richard M. Stern (ICASSP, 2001)

A boosting approach for confidence scoring. - Pedro J. Moreno 001; Beth Logan; Bhiksha Raj (INTERSPEECH, 2001)

Calibration of microphone arrays for improved speech recognition. - Michael L. Seltzer; Bhiksha Raj (INTERSPEECH, 2001)

Quantization-based language model compression. - Edward W. D. Whittaker; Bhiksha Raj (INTERSPEECH, 2001)

Comparison of width-wise and length-wise language model compression. - Edward W. D. Whittaker; Bhiksha Raj (INTERSPEECH, 2001)

Speech recognizer-based microphone array processing for robust hands-free speech recognition. - Michael L. Seltzer; Bhiksha Raj; Richard M. Stern (ICASSP, 2002)

The MERL SpokenQuery information retrieval system a system for retrieving pertinent documents from a spoken query. - Peter Wolf; Bhiksha Raj (ICME (2), 2002)

Automatic generation of subword units for speech recognition systems. - Rita Singh; Bhiksha Raj; Richard M. Stern (IEEE Trans. Speech Audio Process., 2002)

Multi-channel source separation by factorial HMMs. - Manuel J. Reyes Gomez; Bhiksha Raj; Dan Ellis (ICASSP (1), 2003)

Lossless compression of language model structure and word identifiers. - Bhiksha Raj; Edward W. D. Whittaker (ICASSP (1), 2003)

Tracking noise via dynamical systems with a continuum of states. - Rita Singh; Bhiksha Raj (ICASSP (1), 2003)

Design of the CMU sphinx-4 decoder. - Paul Lamere; Philip Kwok; William Walker; Evandro B. Gouvêa; Rita Singh; Bhiksha Raj; Peter Wolf (INTERSPEECH, 2003)

Classification with free energy at raised temperatures. - Rita Singh; Manfred K. Warmuth; Bhiksha Raj; Paul Lamere (INTERSPEECH, 2003)

Classifier-based non-linear projection for adaptive endpointing of continuous speech. - Bhiksha Raj; Rita Singh (Comput. Speech Lang., 2003)

Speech-recognizer-based filter optimization for microphone array processing. - Michael L. Seltzer; Bhiksha Raj (IEEE Signal Process. Lett., 2003)

On tracking noise with linear dynamical system models. - Bhiksha Raj; Rita Singh; Richard M. Stern (ICASSP (1), 2004)

A minimum mean squared error estimator for single channel speaker separation. - Aarthi M. Reddy; Bhiksha Raj (INTERSPEECH, 2004)

Soft mask estimation for single channel speaker separation. - Aarthi M. Reddy; Bhiksha Raj (SAPA@INTERSPEECH, 2004)

Spokenquery: an alternate approach to chosing items with speech. - Peter Wolf; Joseph Woelfel; Jan C. van Gemert; Bhiksha Raj; David Wong 006 (INTERSPEECH, 2004)

A Speech-in List-out Approach to Spoken User Interfaces. - Vijay Divi; Clifton Forlines; Jan C. van Gemert; Bhiksha Raj; Bent Schmidt-Nielsen; Kent Wittenburg; Joseph Woelfel; Fang-Fang Zhang (HLT-NAACL (Short Papers), 2004)

Reconstruction of missing features for robust speech recognition. - Bhiksha Raj; Michael L. Seltzer; Richard M. Stern (Speech Commun., 2004)

A Bayesian classifier for spectrographic mask estimation for missing feature speech recognition. - Michael L. Seltzer; Bhiksha Raj; Richard M. Stern (Speech Commun., 2004)

Likelihood-maximizing beamforming for robust hands-free speech recognition. - Michael L. Seltzer; Bhiksha Raj; Richard M. Stern (IEEE Trans. Speech Audio Process., 2004)

Classification in Likelihood Spaces. - Rita Singh; Bhiksha Raj (Technometrics, 2004)

Speech Recognizer Based Maximum Likelihood Beamforming. - Bhiksha Raj; Michael L. Seltzer; Manuel Jesus Reyes-Gomez (Speech Separation by Humans and Machines, 2005)

Feature compensation with secondary sensor measurements for robust speech recognition. - Bhiksha Raj; Rita Singh (EUSIPCO, 2005)

A Companding Front End for Noise-Robust Automatic Speech Recognition. - Jethran Guinness; Bhiksha Raj; Bent Schmidt-Nielsen; Lorenzo Turicchia; Rahul Sarpeshkar (ICASSP (1), 2005)

A Comparison Between Spoken Queries and Menu-Based Interfaces for In-car Digital Music Selection. - Clifton Forlines; Bent Schmidt-Nielsen; Bhiksha Raj; Kent Wittenburg; Peter Wolf (INTERACT, 2005)

Bandwidth expansion of narrowband speech using non-negative matrix factorization. - Dhananjay Bansal; Bhiksha Raj; Paris Smaragdis (INTERSPEECH, 2005)

Recognizing speech from simultaneous speakers. - Bhiksha Raj; Rita Singh; Paris Smaragdis (INTERSPEECH, 2005)

Voice driven applications in non-stationary and chaotic environment. - Chiman Kwan; Xiaokun Li; Debang Lao; Yunbin Deng; Zhubing Ren; Bhiksha Raj; Rita Singh; Richard M. Stern (ROBIO, 2005)

Missing-feature approaches in speech recognition. - Bhiksha Raj; Richard M. Stern (IEEE Signal Process. Mag., 2005)

Latent Dirichlet Decomposition for Single Channel Speaker Separation. - Bhiksha Raj; Madhusudana V. S. Shashanka; Paris Smaragdis (ICASSP (5), 2006)

An integrated approach to improve speech recognition rate for non-native speakers. - Yunbin Deng; Xiaokun Li; Chiman Kwan; Roger Xu; Bhiksha Raj; Richard M. Stern; David Williamson (INTERSPEECH, 2006)

An acoustic Doppler-Based Front End for Hands Free spoken User Interfaces. - Kaustubh Kalgaonkar; Bhiksha Raj (SLT, 2006)

Acoustic Doppler sonar for gait recogination. - Kaustubh Kalgaonkar; Bhiksha Raj (AVSS, 2007)

Sensor and Data Systems, Audio-Assisted Cameras and Acoustic Doppler Sensors. - Kaustubh Kalgaonkar; Paris Smaragdis; Bhiksha Raj (CVPR, 2007)

Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures. - Paris Smaragdis; Bhiksha Raj; Madhusudana V. S. Shashanka (ICA, 2007)

Bandwidth Expansionwith a pólya URN Model. - Bhiksha Raj; Rita Singh; Madhusudana V. S. Shashanka; Paris Smaragdis (ICASSP (4), 2007)

Sparse Overcomplete Decomposition for Single Channel Speaker Separation. - Madhusudana V. S. Shashanka; Bhiksha Raj; Paris Smaragdis (ICASSP (2), 2007)

Probabilistic deduction of symbol mappings for extension of lexicons. - Rita Singh; Evandro B. Gouvêa; Bhiksha Raj (INTERSPEECH, 2007)

Sparse Overcomplete Latent Variable Decomposition of Counts Data. - Madhusudana V. S. Shashanka; Bhiksha Raj; Paris Smaragdis (NIPS, 2007)

An FFT-Based Companding Front End for Noise-Robust Automatic Speech Recognition. - Bhiksha Raj; Lorenzo Turicchia; Bent Schmidt-Nielsen; Rahul Sarpeshkar (EURASIP J. Audio Speech Music. Process., 2007)

Ultrasonic Doppler Sensor for Voice Activity Detection. - Kaustubh Kalgaonkar; Rongquiang Hu; Bhiksha Raj (IEEE Signal Process. Lett., 2007)

Soft Mask Methods for Single-Channel Speaker Separation. - Aarthi M. Reddy; Bhiksha Raj (IEEE Trans. Speech Audio Process., 2007)

Recognizing talking faces from acoustic Doppler reflections. - Kaustubh Kalgaonkar; Bhiksha Raj (FG, 2008)

Analysis-by-synthesis features for speech recognition. - Ziad Al Bawab; Bhiksha Raj; Richard M. Stern (ICASSP, 2008)

Ultrasonic Doppler sensor for speaker recognition. - Kaustubh Kalgaonkar; Bhiksha Raj (ICASSP, 2008)

Sparse and shift-invariant feature extraction from non-negative data. - Paris Smaragdis; Bhiksha Raj; Madhusudana V. S. Shashanka (ICASSP, 2008)

Speech denoising using nonnegative matrix factorization with priors. - Kevin W. Wilson; Bhiksha Raj; Paris Smaragdis; Ajay Divakaran (ICASSP, 2008)

Regularized non-negative matrix factorization with temporal dependencies for speech denoising. - Kevin W. Wilson; Bhiksha Raj; Paris Smaragdis (INTERSPEECH, 2008)

Probabilistic Latent Variable Models as Nonnegative Factorizations. - Madhusudana V. S. Shashanka; Bhiksha Raj; Paris Smaragdis (Comput. Intell. Neurosci., 2008)

Word Particles Applied to Information Retrieval. - Evandro B. Gouvêa; Bhiksha Raj (ECIR, 2009)

A joint decoding algorithm for multiple-example-based addition of words to a pronunciation lexicon. - Dhananjay Bansal; Nishanth Ulhas Nair; Rita Singh; Bhiksha Raj (ICASSP, 2009)

One-handed gesture recognition using ultrasonic Doppler sonar. - Kaustubh Kalgaonkar; Bhiksha Raj (ICASSP, 2009)

Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints. - Paris Smaragdis; Madhusudana V. S. Shashanka; Bhiksha Raj; Gautham J. Mysore (ICA, 2009)

Deriving vocal tract shapes from electromagnetic articulograph data via geometric adaptation and matching. - Ziad Al Bawab; Lorenzo Turicchia; Richard M. Stern; Bhiksha Raj (INTERSPEECH, 2009)

Towards fusion of feature extraction and acoustic model training: a top down process for robust speech recognition. - Yu-Hsiang Bosco Chiu; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2009)

Signal separation for robust speech recognition based on phase difference information obtained in the frequency domain. - Chanwoo Kim 001; Kshitiz Kumar; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2009)

A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds. - Paris Smaragdis; Madhusudana V. S. Shashanka; Bhiksha Raj (NIPS, 2009)

Non-negative Hidden Markov Modeling of Audio with Application to Source Separation. - Gautham J. Mysore; Paris Smaragdis; Bhiksha Raj (LVA/ICA, 2010)

A hybrid physical and statistical dynamic articulatory framework incorporating analysis-by-synthesis for improved phone classification. - Ziad Al Bawab; Bhiksha Raj; Richard M. Stern (ICASSP, 2010)

Latent-variable decomposition based dereverberation of monaural and multi-channel signals. - Rita Singh; Bhiksha Raj; Paris Smaragdis (ICASSP, 2010)

Ultrasonic sensing for robust speech recognition. - Sundararajan Srinivasan; Bhiksha Raj; Tony Ezzat (ICASSP, 2010)

Synthesizing speech from Doppler signals. - Arthur R. Toth; Kaustubh Kalgaonkar; Bhiksha Raj; Tony Ezzat (ICASSP, 2010)

Spectrogram dimensionality reductionwith independence constraints. - Kevin W. Wilson; Bhiksha Raj (ICASSP, 2010)

Creating a linguistic plausibility dataset with non-expert annotators. - Benjamin Lambert; Rita Singh; Bhiksha Raj (INTERSPEECH, 2010)

Non-negative matrix factorization based compensation of music for automatic speech recognition. - Bhiksha Raj; Tuomas Virtanen; Sourish Chaudhuri; Rita Singh (INTERSPEECH, 2010)

Ungrounded independent non-negative factor analysis. - Bhiksha Raj; Kevin W. Wilson; Alexander Krueger; Reinhold Haeb-Umbach (INTERSPEECH, 2010)

The use of sense in unsupervised training of acoustic models for ASR systems. - Rita Singh; Benjamin Lambert; Bhiksha Raj (INTERSPEECH, 2010)

Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers. - Manas A. Pathak; Shantanu Rane; Bhiksha Raj (NIPS, 2010)

Large Margin Multiclass Gaussian Classification with Differential Privacy. - Manas A. Pathak; Bhiksha Raj (PSDML, 2010)

Privacy Preserving Protocols for Eigenvector Computation. - Manas A. Pathak; Bhiksha Raj (PSDML, 2010)

Scalable Audio-Content Analysis. - Bhiksha Raj; Paris Smaragdis; Malcolm Slaney; Chung-Hsien Wu 001; Liming Chen 002; Hyoung-Gook Kim (EURASIP J. Audio Speech Music. Process., 2010)

Reconstructing Noise-Corrupted Spectrographic Components for Robust Speech Recognition. - Bhiksha Raj; Rita Singh (Robust Speech Recognition of Uncertain or Missing Data, 2011)

An information filter for voice prompt suppression. - John W. McDonough; Wei Chu; Ken'ichi Kumatani; Bhiksha Raj; Jill Fain Lehman (ACSCC, 2011)

Maximum kurtosis beamforming with a subspace filter for distant speech recognition. - Ken'ichi Kumatani; John W. McDonough; Bhiksha Raj (ASRU, 2011)

The automatic assessment of knowledge integration processes in project teams. - Gahgene Gweon; Pulkit Agrawal 001; Mikesh Udani; Bhiksha Raj; Carolyn P. Rosé (CSCL, 2011)

On the implementation of a secure musical database matching. - José Portelo; Bhiksha Raj; Alberto Abad; Isabel Trancoso (EUSIPCO, 2011)

An iterative least-squares technique for dereverberation. - Kshitiz Kumar; Bhiksha Raj; Rita Singh; Richard M. Stern (ICASSP, 2011)

Gammatone sub-band magnitude-domain dereverberation for ASR. - Kshitiz Kumar; Rita Singh; Bhiksha Raj; Richard M. Stern (ICASSP, 2011)

Privacy preserving probabilistic inference with Hidden Markov Models. - Manas A. Pathak; Shantanu Rane; Wei Sun 008; Bhiksha Raj (ICASSP, 2011)

A paired test for recognizer selection with untranscribed data. - Bhiksha Raj; Rita Singh; James Baker (ICASSP, 2011)

Unsupervised Learning of Acoustic Unit Descriptors for Audio Content Representation and Classification. - Sourish Chaudhuri; Mark Harvilla; Bhiksha Raj (INTERSPEECH, 2011)

A Paradigm for Limited Vocabulary Speech Recognition Based on Redundant Spectro-Temporal Feature Sets. - Sourish Chaudhuri; Bhiksha Raj; Tony Ezzat (INTERSPEECH, 2011)

Privacy Preserving Speaker Verification Using Adapted GMMs. - Manas A. Pathak; Bhiksha Raj (INTERSPEECH, 2011)

Phoneme-Dependent NMF for Speech Enhancement in Monaural Mixtures. - Bhiksha Raj; Rita Singh; Tuomas Virtanen (INTERSPEECH, 2011)

A Comparison of Latent Variable Models For Conversation Analysis. - Sourish Chaudhuri; Bhiksha Raj (SIGDIAL Conference, 2011)

Learning contextual relevance of audio segments using discriminative models over AUD sequences. - Sourish Chaudhuri; Bhiksha Raj (WASPAA, 2011)

Block-wise incremental adaptation algorithm for maximum kurtosis beamforming. - Ken'ichi Kumatani; John W. McDonough; Bhiksha Raj (WASPAA, 2011)

On the combination of voice prompt suppression with maximum kurtosis beamforming. - John W. McDonough; Bhiksha Raj; Ken'ichi Kumatani (WASPAA, 2011)

Privacy Preserving Spam Filtering - Manas A. Pathak; Mehrbod Sharifi; Bhiksha Raj (CoRR, 2011)

A Unifying Analysis of Projected Gradient Descent for $ell_p$-constrained Least Squares - Sohail Bahmani; Bhiksha Raj (CoRR, 2011)

Preface. - Martin Heckmann; Bhiksha Raj; Paris Smaragdis (Speech Commun., 2011)

Efficient Protocols for Principal Eigenvector Computation over Private Data. - Manas A. Pathak; Bhiksha Raj (Trans. Data Priv., 2011)

Missing Data Imputation for Time-Frequency Representations of Audio Signals. - Paris Smaragdis; Bhiksha Raj; Madhusudana V. S. Shashanka (J. Signal Process. Syst., 2011)

The Problem of Robustness in Automatic Speech Recognition. - Bhiksha Raj; Tuomas Virtanen; Rita Singh (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

The Basics of Automatic Speech Recognition. - Rita Singh; Bhiksha Raj; Tuomas Virtanen (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Introduction. - Tuomas Virtanen; Rita Singh; Bhiksha Raj (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Microphone array processing for distant speech recognition: Towards real-world deployment. - Ken'ichi Kumatani; Takayuki Arakawa; Kazumasa Yamamoto; John W. McDonough; Bhiksha Raj; Rita Singh; Ivan Tashev (APSIPA, 2012)

Microphone array processing for distant speech recognition: Spherical arrays. - John W. McDonough; Ken'ichi Kumatani; Bhiksha Raj (APSIPA, 2012)

An Unsupervised Dynamic Bayesian Network Approach to Measuring Speech Style Accommodation. - Mahaveer Jain; John W. McDonough; Gahgene Gweon; Bhiksha Raj; Carolyn Penstein Rosé (EACL, 2012)

Spectrographic seam patterns for discriminative word spotting. - Shubhranshu Barnwal; Kamal Sahni; Rita Singh; Bhiksha Raj (ICASSP, 2012)

Audio event detection from acoustic unit occurrence patterns. - Anurag Kumar 003; Pranay Dighe; Rita Singh; Sourish Chaudhuri; Bhiksha Raj (ICASSP, 2012)

Privacy-preserving speaker verification as password matching. - Manas A. Pathak; Bhiksha Raj (ICASSP, 2012)

Attacking a privacy preserving music matching algorithm. - José Portelo; Bhiksha Raj; Isabel Trancoso (ICASSP, 2012)

Predicting Idea Co-Construction in Speech Data using Insights from Sociolinguistics. - Gahgene Gweon; Mahaveer Jain; John W. McDonough; Bhiksha Raj; Carolyn P. Rosé (ICLS, 2012)

Structured sparse coding for microphone array location calibration. - Afsaneh Asaei; Bhiksha Raj; Hervé Bourlard; Volkan Cevher (SAPA@INTERSPEECH, 2012)

Exploiting Temporal Sequence Structure for Semantic Analysis of Multimedia. - Sourish Chaudhuri; Rita Singh; Bhiksha Raj (INTERSPEECH, 2012)

Plagiarism Detection in Polyphonic Music using Monaural Signal Separation. - Soham De; Indradyumna Roy; Tarunima Prabhakar; Kriti Suneja; Sourish Chaudhuri; Rita Singh; Bhiksha Raj (INTERSPEECH, 2012)

Microphone Array Post-filter based on Spatially-Correlated Noise Measurements for Distant Speech Recognition. - Ken'ichi Kumatani; Bhiksha Raj; Rita Singh; John W. McDonough (INTERSPEECH, 2012)

Language identification using spectro-temporal patch features. - Kamal Sahni; Pranay Dighe; Rita Singh; Bhiksha Raj (SAPA@INTERSPEECH, 2012)

Privacy-Preserving Speaker Authentication. - Manas A. Pathak; José Portelo; Bhiksha Raj; Isabel Trancoso (ISC, 2012)

Unsupervised Structure Discovery for Semantic Analysis of Audio. - Sourish Chaudhuri; Bhiksha Raj (NIPS, 2012)

Optimization of the DET curve in speaker verification. - L. Paola García-Perera; Juan Arturo Nolazco-Flores; Bhiksha Raj; Richard M. Stern (SLT, 2012)

Informedia @TRECVID 2012. - Shoou-I Yu; Zhongwen Xu; Duo Ding; Waito Sze; Francisco Vicente 001; Zhenzhong Lan; Yang Cai 002; Shourabh Rawat; Peter F. Schulam; Nisarga Markandaiah; Sohail Bahmani; Antonio Juárez; et al. (TRECVID, 2012)

The Markov selection model for concurrent speech recognition. - Paris Smaragdis; Bhiksha Raj (Neurocomputing, 2012)

Ultrasonic Doppler Sensing in HCI. - Bhiksha Raj; Kaustubh Kalgaonkar; Chris Harrison 001; Paul H. Dietz (IEEE Pervasive Comput., 2012)

Microphone Array Processing for Distant Speech Recognition: From Close-Talking Microphones to Far-Field Sensors. - Ken'ichi Kumatani; John W. McDonough; Bhiksha Raj (IEEE Signal Process. Mag., 2012)

Learning-Based Auditory Encoding for Robust Speech Recognition. - Yu-Hsiang Bosco Chiu; Bhiksha Raj; Richard M. Stern (IEEE Trans. Speech Audio Process., 2012)

Large Margin Gaussian Mixture Models with Differential Privacy. - Manas A. Pathak; Bhiksha Raj (IEEE Trans. Dependable Secur. Comput., 2012)

Unsupervised word segmentation from noisy input. - Jahn Heymann; Oliver Walter; Reinhold Haeb-Umbach; Bhiksha Raj (ASRU, 2013)

A hierarchical system for word discovery exploiting DTW-based initialization. - Oliver Walter; Timo Korthals; Reinhold Haeb-Umbach; Bhiksha Raj (ASRU, 2013)

Event detection in short duration audio using Gaussian Mixture Model and Random Forest Classifier. - Anurag Kumar 003; Rajesh M. Hegde; Rita Singh; Bhiksha Raj (EUSIPCO, 2013)

Speaker verification using Secure Binary Embeddings. - José Portelo; Bhiksha Raj; Petros Boufounos; Isabel Trancoso; Alberto Abad (EUSIPCO, 2013)

Unsupervised hierarchical structure induction for deeper semantic analysis of audio. - Sourish Chaudhuri; Bhiksha Raj (ICASSP, 2013)

Optimization of the DET curve in speaker verification under noisy conditions. - Leibny Paola García-Perera; Bhiksha Raj; Juan Arturo Nolazco-Flores (ICASSP, 2013)

Speaker tracking with spherical microphone arrays. - John W. McDonough; Ken'ichi Kumatani; Takayuki Arakawa; Kazumasa Yamamoto; Bhiksha Raj (ICASSP, 2013)

Doppler based speed estimation of vehicles using passive sensor. - Shubhranshu Barnwal; Rohit Barnwal; Rajesh M. Hegde; Rita Singh; Bhiksha Raj (ICME Workshops, 2013)

Scale independent raga identification using chromagram patterns and swara based features. - Pranay Dighe; Parul Agarwal; Harish Karnick; Siddartha Thota; Bhiksha Raj (ICME Workshops, 2013)

Ensemble approach in speaker verification. - Leibny Paola García-Perera; Bhiksha Raj; Juan Arturo Nolazco-Flores (INTERSPEECH, 2013)

Discriminatively trained dependency language modeling for conversational speech recognition. - Benjamin Lambert; Bhiksha Raj; Rita Singh (INTERSPEECH, 2013)

Secure binary embeddings of front-end factor analysis for privacy preserving speaker verification. - José Portelo; Alberto Abad; Bhiksha Raj; Isabel Trancoso (INTERSPEECH, 2013)

A Comparative Study Of Indian And Western Music Forms. - Parul Agarwal; Harish Karnick; Bhiksha Raj (ISMIR, 2013)

Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas. - Pranay Dighe; Harish Karnick; Bhiksha Raj (ISMIR, 2013)

Informedia@TRECVID 2013. - Zhenzhong Lan; Lu Jiang 004; Shoou-I Yu; Chenqiang Gao; Shourabh Rawat; Yang Cai 002; Shicheng Xu; Haoquan Shen; Xuanchong Li; Yipei Wang; Waito Sze; Yan Yan 002; et al. (TRECVID, 2013)

Robust 1-bit Compressive Sensing via Gradient Support Pursuit - Sohail Bahmani; Petros T. Boufounos; Bhiksha Raj (CoRR, 2013)

Measuring prevalence of other-oriented transactive contributions using an automated measure of speech style accommodation. - Gahgene Gweon; Mahaveer Jain; John W. McDonough; Bhiksha Raj; Carolyn P. Rosé (Int. J. Comput. Support. Collab. Learn., 2013)

Greedy sparsity-constrained optimization. - Sohail Bahmani; Bhiksha Raj; Petros T. Boufounos (J. Mach. Learn. Res., 2013)

Privacy-Preserving Speech Processing: Cryptographic and String-Matching Frameworks Show Promise. - Manas A. Pathak; Bhiksha Raj; Shantanu Rane; Paris Smaragdis (IEEE Signal Process. Mag., 2013)

Privacy-Preserving Speaker Verification and Identification Using Gaussian Mixture Models. - Manas A. Pathak; Bhiksha Raj (IEEE Trans. Speech Audio Process., 2013)

Active-Set Newton Algorithm for Overcomplete Non-Negative Representations of Audio. - Tuomas Virtanen; Jort Florent Gemmeke; Bhiksha Raj (IEEE Trans. Speech Audio Process., 2013)

Detecting sound objects in audio recordings. - Anurag Kumar 003; Rita Singh; Bhiksha Raj (EUSIPCO, 2014)

Privacy-preserving speaker verification using garbled GMMS. - José Portelo; Bhiksha Raj; Alberto Abad; Isabel Trancoso (EUSIPCO, 2014)

Iterative Bayesian word segmentation for unsupervised vocabulary discovery from phoneme lattices. - Jahn Heymann; Oliver Walter; Reinhold Haeb-Umbach; Bhiksha Raj (ICASSP, 2014)

Active-set newton algorithm for non-negative sparse coding of audio. - Tuomas Virtanen; Bhiksha Raj; Jort F. Gemmeke; Hugo Van hamme (ICASSP, 2014)

Post-masking: a hybrid approach to array processing for speech recognition. - Amir R. Moghimi; Bhiksha Raj; Richard M. Stern (INTERSPEECH, 2014)

Privacy-preserving speaker verification using secure binary embeddings. - José Portelo; Bhiksha Raj; Alberto Abad; Isabel Trancoso (MIPRO, 2014)

Privacy-Preserving Important Passage Retrieval. - Luís Marujo; José Portelo; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell; Isabel Trancoso; Bhiksha Raj (PIR@SIGIR, 2014)

Informedia @ TRECVID 2014. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2014)

Bach in 2014: Music Composition with Recurrent Neural Network. - I-Ting Liu; Bhiksha Ramakrishnan (CoRR, 2014)

Efficient autism spectrum disorder prediction with eye movement: A machine learning framework. - Wenbo Liu 002; Li Yi; Zhiding Yu; Xiaobing Zou; Bhiksha Raj; Ming Li 026 (ACII, 2015)

Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition. - Zhen-Zhong Lan; Ming Lin 002; Xuanchong Li; Alexander G. Hauptmann; Bhiksha Raj (CVPR, 2015)

A novel ranking method for multiple classifier systems. - Anurag Kumar 003; Bhiksha Raj (ICASSP, 2015)

Reducing communication overhead in distributed learning by an order of magnitude (almost). - Anders Øland; Bhiksha Raj (ICASSP, 2015)

Privacy-preserving Query-by-Example Speech Search. - José Portelo; Alberto Abad; Bhiksha Raj; Isabel Trancoso (ICASSP, 2015)

Locality constrained transitive distance clustering on speech data. - Wenbo Liu 002; Zhiding Yu; Bhiksha Raj; Ming Li 026 (INTERSPEECH, 2015)

Rapid development of public health education systems in low-literacy multilingual environments: combating ebola through voice messaging. - Nikolas Wolfe; Juneki Hong; Agha Ali Raza; Bhiksha Raj; Roni Rosenfeld (SLaTE, 2015)

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2015)

Complex recurrent neural networks for denoising speech signals. - Keiichi Osako; Rita Singh; Bhiksha Raj (WASPAA, 2015)

Secure Modular Hashing. - Abelino Jimenez; Bhiksha Raj; José Portelo; Isabel Trancoso (WIFS, 2015)

Unsupervised Fusion Weight Learning in Multiple Classifier Systems. - Anurag Kumar 003; Bhiksha Raj (CoRR, 2015)

Handcrafted Local Features are Convolutional Neural Networks. - Zhen-Zhong Lan; Shoou-I Yu; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CoRR, 2015)

Privacy-Preserving Multi-Document Summarization. - Luís Marujo; José Portelo; Wang Ling; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell; Isabel Trancoso; Bhiksha Raj (CoRR, 2015)

A Survey: Time Travel in Deep Learning Space: An Introduction to Deep Learning Models and How Deep Learning Models Evolved from the Initial Ideas. - Haohan Wang; Bhiksha Raj (CoRR, 2015)

Compositional Models for Audio Processing: Uncovering the structure of sound mixtures. - Tuomas Virtanen; Jort Florent Gemmeke; Bhiksha Raj; Paris Smaragdis (IEEE Signal Process. Mag., 2015)

The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. - Zhen-Zhong Lan; Shoou-I Yu; Dezhong Yao 002; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CVPR Workshops, 2016)

Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. - Benjamin Elizalde; Anurag Kumar 003; Ankit Shah 001; Rohan Badlani; Emmanuel Vincent 001; Bhiksha Raj; Ian R. Lane (DCASE, 2016)

Detecting Psychological Distress in Adults Through Transcriptions of Clinical Interviews. - Maria Joana Correia; Isabel Trancoso; Bhiksha Raj (IberSPEECH, 2016)

Crowdsourced Video Subtitling with Adaptation Based on User-Corrected Lattices. - João Miranda; Ramón Fernandez Astudillo; Ângela Costa; André Silva; Hugo Silva; João Graça; Bhiksha Raj (IberSPEECH, 2016)

The relationship of voice onset time and Voice Offset Time to physical age. - Rita Singh; Joseph Keshet; Deniz Gençaga; Bhiksha Raj (ICASSP, 2016)

Weakly supervised scalable audio content analysis. - Anurag Kumar 003; Bhiksha Raj (ICME, 2016)

Viral Spread via Entertainment and Voice-Messaging Among Telephone Users in India. - Agha Ali Raza; Rajat Kulshreshtha; Spandana Gella; Sean Blagsvedt; Maya Chandrasekaran; Bhiksha Raj; Roni Rosenfeld (ICTD, 2016)

On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement. - Lukas Drude; Bhiksha Raj; Reinhold Haeb-Umbach (INTERSPEECH, 2016)

Formant manipulations in voice disguise by mimicry. - Rita Singh; Deniz Gençaga; Bhiksha Raj (IWBF, 2016)

Short-term analysis for estimating physical parameters of speakers. - Rita Singh; Bhiksha Raj; James Baker (IWBF, 2016)

Forensic anthropometry from voice: An articulatory-phonetic approach. - Rita Singh; Bhiksha Raj; Deniz Gençaga (MIPRO, 2016)

Audio Event Detection using Weakly Labeled Data. - Anurag Kumar 003; Bhiksha Raj (ACM Multimedia, 2016)

Adaptation of SVM for MIL for inferring the polarity of movies and movie reviews. - Maria Joana Correia; Isabel Trancoso; Bhiksha Raj (SLT, 2016)

Features and Kernels for Audio Event Recognition. - Anurag Kumar 003; Bhiksha Raj (CoRR, 2016)

Content-based Video Indexing and Retrieval Using Corr-LDA. - Rahul Radhakrishnan Iyer; Sanjeel Parekh; Vikas Mohandoss; Anush Ramsurat; Bhiksha Raj; Rita Singh (CoRR, 2016)

Environmental Noise Embeddings for Robust Speech Recognition. - Suyoun Kim; Bhiksha Raj; Ian R. Lane (CoRR, 2016)

AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. - Sebastian Säger; Damian Borth; Benjamin Elizalde; Christian Schulze 001; Bhiksha Raj; Ian R. Lane; Andreas Dengel 001 (CoRR, 2016)

An Approach for Self-Training Audio Event Detectors Using Web Data. - Ankit Shah 001; Rohan Badlani; Anurag Kumar 003; Benjamin Elizalde; Bhiksha Raj (CoRR, 2016)

A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. - Keisuke Kinoshita; Marc Delcroix; Sharon Gannot; Emanuël A. P. Habets; Reinhold Haeb-Umbach; Walter Kellermann; Volker Leutnant; Roland Maas; Tomohiro Nakatani; Bhiksha Raj; Armin Sehr; Takuya Yoshioka (EURASIP J. Adv. Signal Process., 2016)

Learning Model-Based Sparsity via Projected Gradient Descent. - Sohail Bahmani; Petros T. Boufounos; Bhiksha Raj (IEEE Trans. Inf. Theory, 2016)

Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization. - Afsaneh Asaei; Mohammad Javad Taghizadeh; Saeid Haghighatshoar; Bhiksha Raj; Hervé Bourlard; Volkan Cevher (IEEE Trans. Signal Process., 2016)

The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques. - Keisuke Kinoshita; Marc Delcroix; Sharon Gannot; Emanuël A. P. Habets; Reinhold Haeb-Umbach; Walter Kellermann; Volker Leutnant; Roland Maas; Tomohiro Nakatani; Bhiksha Raj; Armin Sehr; Takuya Yoshioka (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Topic and Prosodic Modeling for Interruption Management in Multi-User Multitasking Communication Interactions. - Nia Peters; Bhiksha Raj; Griffin D. Romigh (AAAI Fall Symposia, 2017)

SphereFace: Deep Hypersphere Embedding for Face Recognition. - Weiyang Liu; Yandong Wen; Zhiding Yu; Ming Li 026; Bhiksha Raj; Le Song (CVPR, 2017)

DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features. - Abelino Jimenez; Benjamin Elizalde; Bhiksha Raj (DCASE, 2017)

DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. - Annamaria Mesaros; Toni Heittola; Aleksandr Diment; Benjamin Elizalde; Ankit Shah 001; Emmanuel Vincent 001; Bhiksha Raj; Tuomas Virtanen (DCASE, 2017)

An approach for self-training audio event detectors using web data. - Benjamin Elizalde; Ankit Shah 001; Siddharth Dalmia; Min Hun Lee; Rohan Badlani; Anurag Kumar 003; Bhiksha Raj; Ian R. Lane (EUSIPCO, 2017)

Discovering sound concepts and acoustic relations in text. - Anurag Kumar 003; Bhiksha Raj; Ndapandula Nakashole (ICASSP, 2017)

Privacy preserving Distance computation using somewhat-trusted third parties. - Abelino Jimenez; Bhiksha Raj (ICASSP, 2017)

Supervised monaural source separation based on autoencoders. - Keiichi Osako; Yuki Mitsufuji; Rita Singh; Bhiksha Raj (ICASSP, 2017)

Audio event and scene recognition: A unified approach using strongly and weakly labeled data. - Bhiksha Raj; Anurag Kumar 003 (IJCNN, 2017)

Audio Content Based Geotagging in Multimedia. - Anurag Kumar 003; Benjamin Elizalde; Bhiksha Raj (INTERSPEECH, 2017)

Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. - Janek Ebbers; Jahn Heymann; Lukas Drude; Thomas Glarner; Reinhold Haeb-Umbach; Bhiksha Raj (INTERSPEECH, 2017)

Inferring room semantics using acoustic monitoring. - Muhammad Ahmed Shah; Bhiksha Raj; Khaled A. Harras (MLSP, 2017)

A two factor transformation for speaker verification through ℓ1 comparison. - Abelino Jimenez; Bhiksha Raj (WIFS, 2017)

Deep CNN Framework for Audio Event Recognition using Weakly Labeled Web Data. - Anurag Kumar 003; Bhiksha Raj (CoRR, 2017)

Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting. - Anders Øland; Aayush Bansal; Roger B. Dannenberg; Bhiksha Raj (CoRR, 2017)

On the Origin of Deep Learning. - Haohan Wang; Bhiksha Raj; Eric P. Xing (CoRR, 2017)

The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning. - Nikolas Wolfe; Aditya Sharma; Lukas Drude; Bhiksha Raj (CoRR, 2017)

Audition for multimedia computing. - Gerald Friedland; Paris Smaragdis; Josh H. McDermott; Bhiksha Raj (Frontiers of Multimedia Research, 2018)

Framework for Evaluation of Sound Event Detection in Web Videos. - Rohan Badlani; Ankit Shah 001; Benjamin Elizalde; Anurag Kumar 003; Bhiksha Raj (ICASSP, 2018)

Voice Impersonation Using Generative Adversarial Networks. - Yang Gao 029; Rita Singh; Bhiksha Raj (ICASSP, 2018)

Acoustic Scene Classification Using Discrete Random Hashing for Laplacian Kernel Machines. - Abelino Jimenez; Benjamin Elizalde; Bhiksha Raj (ICASSP, 2018)

Content-Based Representations of Audio Using Siamese Neural Networks. - Pranay Manocha; Rohan Badlani; Anurag Kumar 003; Ankit Shah 001; Benjamin Elizalde; Bhiksha Raj (ICASSP, 2018)

A Corrective Learning Approach for Text-Independent Speaker Verification. - Yandong Wen; Tianyan Zhou; Rita Singh; Bhiksha Raj (ICASSP, 2018)

Interactive Evaluation of Classifiers Under Limited Resources. - Sabit Hassan; Shaden Shaar; Bhiksha Raj; Saquib Razak (ICMLA, 2018)

Mining Multimodal Repositories for Speech Affecting Diseases. - M. Joana Correia; Bhiksha Raj; Isabel Trancoso; Francisco Teixeira (INTERSPEECH, 2018)

Classifier Risk Estimation Under Limited Labeling Resources. - Anurag Kumar 003; Bhiksha Raj (PAKDD (1), 2018)

Analysing Speech for Clinical Applications. - Isabel Trancoso; Maria Joana Correia; Francisco Teixeira; Bhiksha Raj; Alberto Abad (SLSP, 2018)

Querying Depression Vlogs. - M. Joana Correia; Bhiksha Raj; Isabel Trancoso (SLT, 2018)

Speech Analytics for Medical Applications. - Isabel Trancoso; Maria Joana Correia; Francisco Teixeira; Bhiksha Raj; Alberto Abad (TSD, 2018)

NELS - Never-Ending Learner of Sounds. - Benjamin Elizalde; Rohan Badlani; Ankit Shah 001; Anurag Kumar 003; Bhiksha Raj (CoRR, 2018)

A Closer Look at Weak Label Learning for Audio Events. - Ankit Shah 001; Anurag Kumar 003; Alexander G. Hauptmann; Bhiksha Raj (CoRR, 2018)

Optimal Strategies for Matching and Retrieval Problems by Comparing Covariates. - Yandong Wen; Mahmoud Al Ismail; Bhiksha Raj; Rita Singh (CoRR, 2018)

AudioPairBank: towards a large-scale tag-pair-based audio content analysis. - Sebastian Säger; Benjamin Elizalde; Damian Borth; Christian Schulze 001; Bhiksha Raj; Ian R. Lane (EURASIP J. Audio Speech Music. Process., 2018)

In-the-Wild End-to-End Detection of Speech Affecting Diseases. - M. Joana Correia; Isabel Trancoso; Bhiksha Raj (ASRU, 2019)

Optimizing Neural Network Embeddings Using a Pair-Wise Loss for Text-Independent Speaker Verification. - Hira Dhamyal; Tianyan Zhou; Bhiksha Raj; Rita Singh (ASRU, 2019)

Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio. - Benjamin Elizalde; Shuayb Zarar; Bhiksha Raj (ICASSP, 2019)

Time Signal Classification Using Random Convolutional Features. - Abelino Jiménez; Bhiksha Raj (ICASSP, 2019)

Human Behaviour Recognition Using Wifi Channel State Information. - Daanish Ali Khan; Saquib Razak; Bhiksha Raj; Rita Singh (ICASSP, 2019)

Disjoint Mapping Network for Cross-modal Matching of Voices and Faces. - Yandong Wen; Mahmoud Al Ismail; Weiyang Liu; Bhiksha Raj; Rita Singh (ICLR (Poster), 2019)

Learning Sound Events from Webly Labeled Data. - Anurag Kumar 003; Ankit Shah 001; Alexander G. Hauptmann; Bhiksha Raj (IJCAI, 2019)

Neural Regression Trees. - Shahan Ali Memon; Wenbo Zhao 006; Bhiksha Raj; Rita Singh (IJCNN, 2019)

Face Reconstruction from Voice using Generative Adversarial Networks. - Yandong Wen; Bhiksha Raj; Rita Singh (NeurIPS, 2019)

Hide and Speak: Deep Neural Networks for Speech Steganography. - Felix Kreuk; Yossi Adi; Bhiksha Raj; Rita Singh; Joseph Keshet (CoRR, 2019)

Nonlinear Semi-Parametric Models for Survival Analysis. - Chirag Nagpal; Rohan Sangave; Amit Chahar; Parth Shah; Artur Dubrawski; Bhiksha Raj (CoRR, 2019)

Reconstructing faces from voices. - Yandong Wen; Rita Singh; Bhiksha Raj (CoRR, 2019)

Non-Determinism in Neural Networks for Adversarial Robustness. - Daanish Ali Khan; Linhong Li; Ninghao Sha; Zhuoran Liu 009; Abelino Jimenez; Bhiksha Raj; Rita Singh (CoRR, 2019)

Detecting gender differences in perception of emotion in crowdsourced data. - Shahan Ali Memon; Hira Dhamyal; Oren Wright; Daniel Justice; Vijaykumar Palat; William Boler; Yandong Wen; Bhiksha Raj; Rita Singh (CoRR, 2019)

W-Net BF: DNN-based Beamformer Using Joint Training Approach. - Yuichiro Koyama; Bhiksha Raj (CoRR, 2019)

Sound Event Detection in the DCASE 2017 Challenge. - Annamaria Mesaros; Aleksandr Diment; Benjamin Elizalde; Toni Heittola; Emmanuel Vincent 001; Bhiksha Raj; Tuomas Virtanen (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Deriving Compact Feature Representations Via Annealed Contraction. - Muhammad Ahmed Shah; Bhiksha Raj (ICASSP, 2020)

Artificial Creative Intelligence: Breaking the Imitation Barrier. - Rowland Chen; Roger B. Dannenberg; Bhiksha Raj; Rita Singh (ICCC, 2020)

Exploiting Non-Linear Redundancy for Neural Model Compression. - Muhammad Ahmed Shah; Raphaël Olivier; Bhiksha Raj (ICPR, 2020)

Optimal Strategies For Comparing Covariates To Solve Matching Problems. - Muhammad A. Shah; Raphaël Olivier; Bhiksha Raj (ICPR, 2020)

Hierarchical Routing Mixture of Experts. - Wenbo Zhao 006; Yang Gao 029; Shahan Ali Memon; Bhiksha Raj; Rita Singh (ICPR, 2020)

The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted. - Hira Dhamyal; Shahan Ali Memon; Bhiksha Raj; Rita Singh (INTERSPEECH, 2020)

Hide and Speak: Towards Deep Neural Networks for Speech Steganography. - Felix Kreuk; Yossi Adi; Bhiksha Raj; Rita Singh; Joseph Keshet (INTERSPEECH, 2020)

Controlled AutoEncoders to Generate Faces from Voices. - Hao Liang; Lulan Yu; Guikang Xu; Bhiksha Raj; Rita Singh (ISVC (1), 2020)

Automatic In-the-wild Dataset Annotation with Deep Generalized Multiple Instance Learning. - Maria Joana Correia; Isabel Trancoso; Bhiksha Raj (LREC, 2020)

Sherlock: A Crowd-sourced System For Automatic Tagging Of Indoor Floor Plans. - Muhammad Ahmed Shah; Khaled A. Harras; Bhiksha Raj (MASS, 2020)

Is normalization indispensable for training deep neural network? - Jie Shao 006; Kai Hu 010; Changhu Wang; Xiangyang Xue 001; Bhiksha Raj (NeurIPS, 2020)

Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks. - Yuichiro Koyama; Tyler Vuong; Stefan Uhlich; Bhiksha Raj (CoRR, 2020)

Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation. - Yuichiro Koyama; Oluwafemi Azeez; Bhiksha Raj (CoRR, 2020)

Exploring Optimal DNN Architecture for End-to-End Beamformers Based on Time-frequency References. - Yuichiro Koyama; Bhiksha Raj (CoRR, 2020)

Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection. - Soham Deshmukh; Bhiksha Raj; Rita Singh (CoRR, 2020)

Mask Proxy Loss for Text-Independent Speaker Recognition. - Jiachen Lian; Aiswarya Vinod Kumar; Hira Dhamyal; Bhiksha Raj; Rita Singh (CoRR, 2020)

Point3D: tracking actions as moving points with 3D CNNs. - Shentong Mo; Jingfei Xia; Xiaoqing Tan; Bhiksha Raj (BMVC, 2021)

Sequential Randomized Smoothing for Adversarially Robust Speech Recognition. - Raphaël Olivier; Bhiksha Raj (EMNLP (1), 2021)

The in-the-Wild Speech Medical Corpus. - Maria Joana Correia; Francisco Teixeira; Catarina Botelho; Isabel Trancoso; Bhiksha Raj (ICASSP, 2021)

High-Frequency Adversarial Defense for Speech and Audio. - Raphaël Olivier; Bhiksha Raj; Muhammad A. Shah (ICASSP, 2021)

Towards Adversarial Robustness Via Compact Feature Representations. - Muhammad A. Shah; Raphaël Olivier; Bhiksha Raj (ICASSP, 2021)

FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances. - Ali Shahin Shamsabadi; Francisco Sepúlveda Teixeira; Alberto Abad; Bhiksha Raj; Andrea Cavallaro; Isabel Trancoso (ICASSP, 2021)

Contrast and Order Representations for Video Self-supervised Learning. - Kai Hu 010; Jie Shao 006; Yuan Liu; Bhiksha Raj; Marios Savvides; Zhiqiang Shen (ICCV, 2021)

The Right to Talk: An Audio-Visual Transformer Approach. - Thanh-Dat Truong; Chi Nhan Duong; The De Vu; Hoang Anh Pham; Bhiksha Raj; Ngan Le; Khoa Luu (ICCV, 2021)

Self-Supervised 3D Face Reconstruction via Conditional Estimation. - Yandong Wen; Weiyang Liu; Bhiksha Raj; Rita Singh (ICCV, 2021)

Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks. - Soham Deshmukh; Bhiksha Raj; Rita Singh (Interspeech, 2021)

Masked Proxy Loss for Text-Independent Speaker Verification. - Jiachen Lian; Aiswarya Vinod Kumar; Hira Dhamyal; Bhiksha Raj; Rita Singh (Interspeech, 2021)

HEAR: Holistic Evaluation of Audio Representations. - Joseph Turian; Jordie Shier; Humair Raj Khan; Bhiksha Raj; Björn W. Schuller; Christian J. Steinmetz; Colin Malloy; George Tzanetakis; Gissel Velarde; Kirk McNally; Max Henry; Nicolas Pinto; et al. (NeurIPS (Competition and Demos), 2021)

Detection and Evaluation of Human and Machine Generated Speech in Spoofing Attacks on Automatic Speaker Verification Systems. - Yang Gao 029; Jiachen Lian; Bhiksha Raj; Rita Singh (SLT, 2021)

Identifying Actions for Sound Event Classification. - Benjamin Elizalde; Radu Revutchi; Samarjit Das; Bhiksha Raj; Ian R. Lane; Laurie M. Heller (WASPAA, 2021)

Constant Random Perturbations Provide Adversarial Robustness with Minimal Effect on Accuracy. - Bronya Roni Chernyak; Bhiksha Raj; Tamir Hazan; Joseph Keshet (CoRR, 2021)

Training image classifiers using Semi-Weak Label Data. - Anxiang Zhang; Ankit Shah 001; Bhiksha Raj (CoRR, 2021)

Discriminative Dictionary Learning for Autism Spectrum Disorder Identification. - Wenbo Liu 002; Ming Li 026; Xiaobing Zou; Bhiksha Raj (Frontiers Comput. Neurosci., 2021)

Cross-utterance context for multimodal video transcription. - Roshan Sharma 001; Bhiksha Raj (IEEECONF, 2022)

SphereFace2: Binary Classification is All You Need for Deep Face Recognition. - Yandong Wen; Weiyang Liu; Adrian Weller; Bhiksha Raj; Rita Singh (ICLR, 2022)

Positional Encoding for Capturing Modality Specific Cadence for Emotion Detection. - Hira Dhamyal; Bhiksha Raj; Rita Singh (INTERSPEECH, 2022)

Recent improvements of ASR models in the face of adversarial attacks. - Raphaël Olivier; Bhiksha Raj (INTERSPEECH, 2022)

Towards End-to-End Private Automatic Speaker Recognition. - Francisco Teixeira; Alberto Abad; Bhiksha Raj; Isabel Trancoso (INTERSPEECH, 2022)

Improving Speech Enhancement through Fine-Grained Speech Characteristics. - Muqiao Yang; Joseph Konan; David Bick; Anurag Kumar 003; Shinji Watanabe 001; Bhiksha Raj (INTERSPEECH, 2022)

USB: A Unified Semi-supervised Learning Benchmark for Classification. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (NeurIPS, 2022)

Ontological Learning from Weak Labels. - Larry Tang 003; Po Hao Chou; Yi Yu Zheng; Ziqian Ge; Ankit Shah 001; Bhiksha Raj (CoRR, 2022)

HEAR 2021: Holistic Evaluation of Audio Representations. - Joseph Turian; Jordie Shier; Humair Raj Khan; Bhiksha Raj; Björn W. Schuller; Christian J. Steinmetz; Colin Malloy; George Tzanetakis; Gissel Velarde; Kirk McNally; Max Henry; Nicolas Pinto; et al. (CoRR, 2022)

On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice. - Ankit Shah 001; Hira Dhamyal; Yang Gao 029; Rita Singh; Bhiksha Raj (CoRR, 2022)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele (CoRR, 2022)

Bear the Query in Mind: Visual Grounding with Query-conditioned Convolution. - Chonghan Chen; Qi Jiang; Chih-Hao Wang; Noel Chen; Haohan Wang; Xiang Li 106; Bhiksha Raj (CoRR, 2022)

Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction. - Roshan Sharma 001; Tyler Vuong; Mark Lindsey; Hira Dhamyal; Rita Singh; Bhiksha Raj (CoRR, 2022)

R^2VOS: Robust Referring Video Object Segmentation via Relational Multimodal Cycle Consistency. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Xiao Li 030; Yan Lu 001; Bhiksha Raj (CoRR, 2022)

Not all broken defenses are equal: The dead angles of adversarial accuracy. - Raphaël Olivier; Bhiksha Raj (CoRR, 2022)

Online Video Instance Segmentation via Robust Context Fusion. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Bhiksha Raj; Yan Lu 001 (CoRR, 2022)

USB: A Unified Semi-supervised Learning Benchmark. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (CoRR, 2022)

Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models. - Raphaël Olivier; Hadi Abdullah; Bhiksha Raj (CoRR, 2022)

Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition. - Roshan Sharma 001; Hira Dhamyal; Bhiksha Raj; Rita Singh (CoRR, 2022)

XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers. - Roshan Sharma 001; Bhiksha Raj (CoRR, 2022)

Describing emotions with acoustic property prompts for speech emotion recognition. - Hira Dhamyal; Benjamin Elizalde; Soham Deshmukh; Huaming Wang; Bhiksha Raj; Rita Singh (CoRR, 2022)

VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning. - Kashu Yamazaki; Khoa Vo 001; Sang Truong; Bhiksha Raj; Ngan Le (CoRR, 2022)

Panoramic Video Salient Object Detection with Ambisonic Audio Guidance. - Xiang Li 003; Haoyuan Cao; Shijie Zhao 001; Junlin Li; Li Zhang 006; Bhiksha Raj (AAAI, 2023)

VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning. - Kashu Yamazaki; Khoa Vo 001; Quang Sang Truong; Bhiksha Raj; Ngan Le (AAAI, 2023)

Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization Systems. - Roshan S. Sharma; William Chen; Takatomo Kano; Ruchira Sharma; Siddhant Arora; Shinji Watanabe 001; Atsunori Ogawa; Marc Delcroix; Rita Singh; Bhiksha Raj (ASRU, 2023)

FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding. - Thanh-Dat Truong; Ngan Le; Bhiksha Raj; Jackson David Cothren; Khoa Luu (CVPR, 2023)

Token Prediction as Implicit Classification to Identify LLM-Generated Text. - Yutian Chen; Hao Kang; Vivian Zhai; Liangze Li; Rita Singh; Bhiksha Raj (EMNLP, 2023)

Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Muqiao Yang; Fan Yang 080; Yizhou Zhao; Rita Singh; Bhiksha Raj (EMNLP, 2023)

An Approach to Ontological Learning from Weak Labels. - Ankit Shah 001; Larry Tang 003; Po Hao Chou; Yi Yu Zheng; Ziqian Ge; Bhiksha Raj (ICASSP, 2023)

Privacy-Preserving Automatic Speaker Diarization. - Francisco Teixeira; Alberto Abad; Bhiksha Raj; Isabel Trancoso (ICASSP, 2023)

Paaploss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement. - Muqiao Yang; Joseph Konan; David Bick; Yunyang Zeng; Shuo Han; Anurag Kumar 003; Shinji Watanabe 001; Bhiksha Raj (ICASSP, 2023)

TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement. - Yunyang Zeng; Joseph Konan; Shuo Han; David Bick; Muqiao Yang; Anurag Kumar 003; Shinji Watanabe 001; Bhiksha Raj (ICASSP, 2023)

Robust Referring Video Object Segmentation with Cyclic Structural Consensus. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Xiao Li 030; Bhiksha Raj; Yan Lu 001 (ICCV, 2023)

Pairwise Similarity Learning is SimPLE. - Yandong Wen; Weiyang Liu; Yao Feng 001; Bhiksha Raj; Rita Singh; Adrian Weller; Michael J. Black; Bernhard Schölkopf (ICCV, 2023)

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (ICLR, 2023)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Jindong Wang 001; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele; Xing Xie 001 (ICLR, 2023)

How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy. - Raphaël Olivier; Bhiksha Raj (ICML, 2023)

BASS: Block-wise Adaptation for Speech Summarization. - Roshan Sharma 001; Siddhant Arora; Kenneth Zheng; Shinji Watanabe 001; Rita Singh; Bhiksha Raj (INTERSPEECH, 2023)

There is more than one kind of robustness: Fooling Whisper with adversarial examples. - Raphaël Olivier; Bhiksha Raj (INTERSPEECH, 2023)

The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features. - Liao Qu; Xianwei Zou; Xiang Li 106; Yandong Wen; Rita Singh; Bhiksha Raj (INTERSPEECH, 2023)

Rethinking Voice-Face Correlation: A Geometry View. - Xiang Li 106; Yandong Wen; Muqiao Yang; Jinglu Wang; Rita Singh; Bhiksha Raj (ACM Multimedia, 2023)

PaintSeg: Painting Pixels for Training-free Segmentation. - Xiang Li 106; Chung-Ching Lin; Yinpeng Chen; Zicheng Liu 001; Jinglu Wang; Rita Singh; Bhiksha Raj (NeurIPS, 2023)

Weakly-Supervised Audio-Visual Segmentation. - Shentong Mo; Bhiksha Raj (NeurIPS, 2023)

Training on Foveated Images Improves Robustness to Adversarial Attacks. - Muhammad A. Shah; Aqsa Kashaf; Bhiksha Raj (NeurIPS, 2023)

Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments. - Thanh-Dat Truong; Hoang-Quan Nguyen; Bhiksha Raj; Khoa Luu (NeurIPS, 2023)

Understanding Political Polarisation using Language Models: A dataset and method. - Samiran Gode; Supreeth Bare; Bhiksha Raj; Hyungon Yoo (CoRR, 2023)

SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (CoRR, 2023)

Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session. - Laurie M. Heller; Benjamin Elizalde; Bhiksha Raj; Soham Deshmukh (CoRR, 2023)

Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms. - Ankit Shah 001; Shuyi Chen; Kejun Zhou; Yue Chen; Bhiksha Raj (CoRR, 2023)

Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms. - Joseph Konan; Ojas Bhargave; Shikhar Agnihotri; Hojeong Lee; Ankit Shah 001; Shuo Han; Yunyang Zeng; Amanda Shu; Haohui Liu; Xuankai Chang; Hamza Khalid; Minseon Gwak; et al. (CoRR, 2023)

GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content. - Yutian Chen; Hao Kang; Vivian Zhai; Liangze Li; Rita Singh; Bhiksha Raj (CoRR, 2023)

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations. - Hao Chen 102; Ankit Shah 001; Jindong Wang 001; Ran Tao 013; Yidong Wang; Xing Xie 001; Masashi Sugiyama; Rita Singh; Bhiksha Raj (CoRR, 2023)

PaintSeg: Training-free Segmentation via Painting. - Xiang Li 106; Chung-Ching Lin; Yinpeng Chen; Zicheng Liu 001; Jinglu Wang; Bhiksha Raj (CoRR, 2023)

UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation. - Pha A. Nguyen; Kha Gia Quach; John Gauch; Samee U. Khan; Bhiksha Raj; Khoa Luu (CoRR, 2023)

Training on Foveated Images Improves Robustness to Adversarial Attacks. - Muhammad A. Shah; Bhiksha Raj (CoRR, 2023)

Fixed Inter-Neuron Covariability Induces Adversarial Robustness. - Muhammad Ahmed Shah; Bhiksha Raj (CoRR, 2023)

Rethinking Audiovisual Segmentation with Semantic Quantization and Decomposition. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Xiulian Peng; Rita Singh; Yan Lu 001; Bhiksha Raj (CoRR, 2023)

Evaluating Speech Synthesis by Training Recognizers on Synthetic Speech. - Dareen Alharthi; Roshan Sharma 001; Hira Dhamyal; Soumi Maiti; Bhiksha Raj; Rita Singh (CoRR, 2023)

Completing Visual Objects via Bridging Generation and Segmentation. - Xiang Li 106; Yinpeng Chen; Chung-Ching Lin; Rita Singh; Bhiksha Raj; Zicheng Liu 001 (CoRR, 2023)

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model. - Muhammad Ahmed Shah; Roshan Sharma 001; Hira Dhamyal; Raphaël Olivier; Ankit Shah 001; Joseph Konan; Dareen Alharthi; Hazim T. Bukhari; Massa Baali; Soham Deshmukh; Michael Kuhlmann; Bhiksha Raj; et al. (CoRR, 2023)

Psychoacoustic Challenges Of Speech Enhancement On VoIP Platforms. - Joseph Konan; Ojas Bhargave; Shikhar Agnihotri; Shuo Han; Yunyang Zeng; Ankit Shah 001; Bhiksha Raj (CoRR, 2023)

FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding in Open World. - Thanh-Dat Truong; Utsav Prabhu; Bhiksha Raj; Jackson David Cothren; Khoa Luu (CoRR, 2023)

AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation. - Viet-Khoa Vo-Ho; Sang Truong; Kashu Yamazaki; Bhiksha Raj; Minh-Triet Tran; Ngan Le (Int. J. Comput. Vis., 2023)

SphereFace Revived: Unifying Hyperspherical Face Recognition. - Weiyang Liu; Yandong Wen; Bhiksha Raj; Rita Singh; Adrian Weller (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Understanding political polarization using language models: A dataset and method. - Samiran Gode; Supreeth Bare; Bhiksha Raj; Hyungon Yoo (AI Mag., 2023)

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? - Roshan Sharma 001; Suwon Shon; Mark Lindsey; Hira Dhamyal; Bhiksha Raj (ACL (1), 2024)

Continual Contrastive Spoken Language Understanding. - Umberto Cappellazzo; Enrico Fini; Muqiao Yang; Daniele Falavigna; Alessio Brutti; Bhiksha Raj (ACL (Findings), 2024)

QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition. - Xiang Li 106; Jinglu Wang; Xiaohao Xu; Xiulian Peng; Rita Singh; Yan Lu 001; Bhiksha Raj (CVPR, 2024)

Synergistic Global-Space Camera and Human Reconstruction from Videos. - Yizhou Zhao; Tuanfeng Yang Wang; Bhiksha Raj; Min Xu 009; Jimei Yang; Chun-Hao Paul Huang (CVPR, 2024)

R2-Bench: Benchmarking the Robustness of Referring Perception Models Under Perturbations. - Xiang Li 106; Kai Qiu; Jinglu Wang; Xiaohao Xu; Rita Singh; Kashu Yamazaki; Hao Chen 102; Xiaonan Huang; Bhiksha Raj (ECCV (9), 2024)

Importance of Negative Sampling in Weak Label Learning. - Ankit Shah 001; Fuyu Tang; Zelin Ye; Rita Singh; Bhiksha Raj (ICASSP, 2024)

Training Audio Captioning Models without Audio. - Soham Deshmukh; Benjamin Elizalde; Dimitra Emmanouilidou; Bhiksha Raj; Rita Singh; Huaming Wang (ICASSP, 2024)

Prompting Audios Using Acoustic Properties for Emotion Representation. - Hira Dhamyal; Benjamin Elizalde; Soham Deshmukh; Huaming Wang; Bhiksha Raj; Rita Singh (ICASSP, 2024)

Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech. - Chien-Yu Huang; Ke-Han Lu; Shih-Heng Wang; Chi-Yuan Hsiao; Chun-Yi Kuan; Haibin Wu; Siddhant Arora; Kai-Wei Chang; Jiatong Shi; Yifan Peng 003; Roshan S. Sharma; Shinji Watanabe 001; et al. (ICASSP, 2024)

AugSumm: Towards Generalizable Speech Summarization Using Synthetic Labels from Large Language Models. - Jee-Weon Jung; Roshan S. Sharma; William Chen; Bhiksha Raj; Shinji Watanabe 001 (ICASSP, 2024)

Fixed Inter-Neuron Covariability Induces Adversarial Robustness. - Muhammad A. Shah; Bhiksha Raj (ICASSP, 2024)

Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization. - Muqiao Yang; Umberto Cappellazzo; Xiang Li; Bhiksha Raj (ICASSP, 2024)

uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models. - Muqiao Yang; Chunlei Zhang; Yong Xu 004; Zhongweiyang Xu; Heming Wang; Bhiksha Raj; Dong Yu 001 (ICASSP, 2024)

Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks. - Hao Chen 102; Jindong Wang 001; Ankit Shah 001; Ran Tao 013; Hongxin Wei; Xing Xie 001; Masashi Sugiyama; Bhiksha Raj (ICLR, 2024)

A General Framework for Learning from Weak Supervision. - Hao Chen 102; Jindong Wang 001; Lei Feng 006; Xiang Li 106; Yidong Wang; Xing Xie 001; Masashi Sugiyama; Rita Singh; Bhiksha Raj (ICML, 2024)

Completing Visual Objects via Bridging Generation and Segmentation. - Xiang Li 106; Yinpeng Chen; Chung-Ching Lin; Hao Chen 102; Kai Hu 010; Rita Singh; Bhiksha Raj; Lijuan Wang; Zicheng Liu 001 (ICML, 2024)

Fashion Image Retrieval with Occlusion. - Jimin Sohn; Haeji Jung; Zhiwen Yan; Vibha Masti; Xiang Li; Bhiksha Raj (ICPR (21), 2024)

SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios. - Hazim T. Bukhari; Soham Deshmukh; Hira Dhamyal; Bhiksha Raj; Rita Singh (INTERSPEECH, 2024)

PAM: Prompting Audio-Language Models for Audio Quality Assessment. - Soham Deshmukh; Dareen Alharthi; Benjamin Elizalde; Hannes Gamper; Mahmoud Al Ismail; Rita Singh; Bhiksha Raj; Huaming Wang (INTERSPEECH, 2024)

Domain Adaptation for Contrastive Audio-Language Models. - Soham Deshmukh; Rita Singh; Bhiksha Raj (INTERSPEECH, 2024)

DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing. - Kuang Yuan; Shuo Han; Swarun Kumar; Bhiksha Raj (INTERSPEECH, 2024)

AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition. - Zhaorun Chen; Zhuokai Zhao; Zhihong Zhu; Ruiqi Zhang; Xiang Li; Bhiksha Raj; Huaxiu Yao (NAACL-HLT, 2024)

R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization. - Roshan Sharma 001; Ruchira Sharma; Hira Dhamyal; Rita Singh; Bhiksha Raj (NAACL-HLT (Findings), 2024)

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations. - Hao Chen 102; Ankit Shah 001; Jindong Wang 001; Ran Tao 013; Yidong Wang; Xiang Li 106; Xing Xie 001; Masashi Sugiyama; Rita Singh; Bhiksha Raj (NeurIPS, 2024)

Slight Corruption in Pre-training Data Makes Better Diffusion Models. - Hao Chen 102; Yujin Han; Diganta Misra; Xiang Li 106; Kai Hu 010; Difan Zou; Masashi Sugiyama; Jindong Wang 001; Bhiksha Raj (NeurIPS, 2024)

EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding. - Thanh-Dat Truong; Utsav Prabhu; Dongyi Wang; Bhiksha Raj; Susan Gauch; Jeyamkondan Subbiah; Khoa Luu (NeurIPS, 2024)

Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation. - Yizhou Zhao; Hengwei Bian; Kaihua Chen; Pengliang Ji; Liao Qu; Shao-yu Lin; Weichen Yu; Haoran Li; Hao Chen 102; Jun Shen 001; Bhiksha Raj; Min Xu 009 (NeurIPS, 2024)

PDAF: A Phonetic Debiasing Attention Framework For Speaker Verification. - Massa Baali; Abdulhamid Aldoobi; Hira Dhamyal; Rita Singh; Bhiksha Raj (SLT, 2024)

ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs For Audio, Music, and Speech. - Jiatong Shi; Jinchuan Tian; Yihan Wu; Jee-Weon Jung; Jia Qi Yip; Yoshiki Masuyama; William Chen; Yuning Wu 001; Yuxun Tang; Massa Baali; Dareen Alharthi; Dong Zhang; et al. (SLT, 2024)

Privacy-Oriented Manipulation of Speaker Representations. - Francisco Teixeira; Alberto Abad; Bhiksha Raj; Isabel Trancoso (IEEE Access, 2024)

AugSumm: towards generalizable speech summarization using synthetic labels from large language model. - Jee-weon Jung; Roshan S. Sharma; William Chen; Bhiksha Raj; Shinji Watanabe 001 (CoRR, 2024)

On Catastrophic Inheritance of Large Foundation Models. - Hao Chen 102; Bhiksha Raj; Xing Xie 001; Jindong Wang 001 (CoRR, 2024)

Customizable Perturbation Synthesis for Robust SLAM Benchmarking. - Xiaohao Xu; Tianyi Zhang 014; Sibo Wang; Xiang Li 106; Yongqi Chen; Ye Li; Bhiksha Raj; Matthew Johnson-Roberson; Xiaonan Huang (CoRR, 2024)

Evaluating and Improving Continual Learning in Spoken Language Understanding. - Muqiao Yang; Xiang Li 106; Umberto Cappellazzo; Shinji Watanabe 001; Bhiksha Raj (CoRR, 2024)

AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition. - Zhaorun Chen; Zhuokai Zhao; Zhihong Zhu; Ruiqi Zhang; Xiang Li 106; Bhiksha Raj; Huaxiu Yao (CoRR, 2024)

Learning with Noisy Foundation Models. - Hao Chen 102; Jindong Wang 001; Zihan Wang; Ran Tao 013; Hongxin Wei; Xing Xie 001; Masashi Sugiyama; Bhiksha Raj (CoRR, 2024)

Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features. - Francisco Teixeira; Karla Pizzi; Raphaël Olivier; Alberto Abad; Bhiksha Raj; Isabel Trancoso (CoRR, 2024)

ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models. - Thanh-Dat Truong; Xin Li 005; Bhiksha Raj; Jackson David Cothren; Khoa Luu (CoRR, 2024)

ControlVAR: Exploring Controllable Visual Autoregressive Modeling. - Xiang Li 106; Kai Qiu; Hao Chen 102; Jason Kuen; Zhe Lin; Rita Singh; Bhiksha Raj (CoRR, 2024)

From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness Benchmarking. - Xiaohao Xu; Tianyi Zhang 014; Sibo Wang; Xiang Li 106; Yongqi Chen; Ye Li; Bhiksha Raj; Matthew Johnson-Roberson; Xiaonan Huang (CoRR, 2024)

Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (CoRR, 2024)

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? - Roshan S. Sharma; Suwon Shon; Mark Lindsey; Hira Dhamyal; Rita Singh; Bhiksha Raj (CoRR, 2024)

Efficient Autoregressive Audio Modeling via Next-Scale Prediction. - Kai Qiu; Xiang Li 106; Hao Chen 102; Jie Sun; Jinglu Wang; Zhe Lin; Marios Savvides; Bhiksha Raj (CoRR, 2024)

Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection. - Ksheeraja Raghavan; Samiran Gode; Ankit Shah 001; Surabhi Raghavan; Wolfram Burgard; Bhiksha Raj; Rita Singh (CoRR, 2024)

RelUNet: Relative Channel Fusion U-Net for Multichannel Speech Enhancement. - Ibrahim Aldarmaki; Thamar Solorio; Bhiksha Raj; Hanan Aldarmaki (CoRR, 2024)

Improving Speaker Representations Using Contrastive Losses on Multi-scale Features. - Satvik Dixit; Massa Baali; Rita Singh; Bhiksha Raj (CoRR, 2024)

What Do Speech Foundation Models Not Learn About Speech? - Abdul Waheed; Hanin Atwany; Bhiksha Raj; Rita Singh (CoRR, 2024)

On the Diversity of Synthetic Data and its Impact on Training Large Language Models. - Hao Chen 102; Abdul Waheed; Xiang Li 106; Yidong Wang; Jindong Wang 001; Bhiksha Raj; Marah I Abdin (CoRR, 2024)

FLAASH: Flow-Attention Adaptive Semantic Hierarchical Fusion for Multi-Modal Tobacco Content Analysis. - Ravi Teja N. V. S. Chappa; Page Daniel Dobbs; Bhiksha Raj; Khoa Luu (CoRR, 2024)

Perturbation Ontology based Graph Attention Networks. - Yichen Wang; Jie Wang 117; Fulin Wang; Xiang Li; Hao Yin; Bhiksha Raj (CoRR, 2024)

XQ-GAN: An Open-source Image Tokenization Framework for Autoregressive Generation. - Xiang Li 106; Kai Qiu; Hao Chen 102; Jason Kuen; Jiuxiang Gu; Jindong Wang 001; Zhe Lin; Bhiksha Raj (CoRR, 2024)

A closer look at reinforcement learning-based automatic speech recognition. - Fan Yang 080; Muqiao Yang; Xiang Li 106; Yuxuan Wu; Zhiyuan Zhao 002; Bhiksha Raj; Rita Singh (Comput. Speech Lang., 2024)

Audio Entailment: Assessing Deductive Reasoning for Audio Understanding. - Soham Deshmukh; Shuo Han; Hazim T. Bukhari; Benjamin Elizalde; Hannes Gamper; Rita Singh; Bhiksha Raj (AAAI, 2025)

Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models. - Hanin Atwany; Abdul Waheed; Rita Singh; Monojit Choudhury; Bhiksha Raj (ACL (Findings), 2025)

On the Robust Approximation of ASR Metrics. - Abdul Waheed; Hanin Atwany; Rita Singh; Bhiksha Raj (ACL (Findings), 2025)

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer. - Hao Chen 102; Ze Wang 008; Xiang Li 106; Ximeng Sun; Fangyi Chen; Jiang Liu 014; Jindong Wang 001; Bhiksha Raj; Zicheng Liu 001; Emad Barsoum (CVPR, 2025)

FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding. - Thanh-Dat Truong; Utsav Prabhu; Bhiksha Raj; Jackson David Cothren; Khoa Luu (CVPR, 2025)

Tessellated Linear Model for Age Prediction from Voice. - Dareen Alharthi; Mahsa Zamani; Bhiksha Raj; Rita Singh (ICASSP, 2025)

MACE: Leveraging Audio for Evaluating Audio Captioning Systems. - Satvik Dixit; Soham Deshmukh; Bhiksha Raj (ICASSP Workshops, 2025)

Revisiting Acoustic Features for Robust ASR. - Muhammad A. Shah; Bhiksha Raj (ICASSP, 2025)

ImageFolder: Autoregressive Image Generation with Folded Tokens. - Xiang Li 106; Kai Qiu; Hao Chen 102; Jason Kuen; Jiuxiang Gu; Bhiksha Raj; Zhe Lin (ICLR, 2025)

ADIFF: Explaining audio difference using natural language. - Soham Deshmukh; Shuo Han; Rita Singh; Bhiksha Raj (ICLR, 2025)

Speech Robust Bench: A Robustness Benchmark For Speech Recognition. - Muhammad A. Shah; David Solans Noguero; Mikko A. Heikkilä; Bhiksha Raj; Nicolas Kourtellis (ICLR, 2025)

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (ICLR, 2025)

Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video. - Xiaohao Xu; Tianyi Zhang 014; Shibo Zhao; Xiang Li 106; Sibo Wang; Yongqi Chen; Ye Li; Bhiksha Raj; Matthew Johnson-Roberson; Sebastian Scherer; Xiaonan Huang (ICLR, 2025)

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes. - Abdul Waheed; Karima Kadaoui; Bhiksha Raj; Muhammad Abdul-Mageed (NAACL (Long Papers), 2025)

Masked Autoencoders Are Effective Tokenizers for Diffusion Models. - Hao Chen; Yujin Han; Fangyi Chen; Xiang Li 001; Yidong Wang; Jindong Wang 001; Ze Wang 008; Zicheng Liu 001; Difan Zou; Bhiksha Raj (CoRR, 2025)

Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis. - Kai Qiu; Xiang Li 106; Jason Kuen; Hao Chen 102; Xiaohao Xu; Jiuxiang Gu; Yinyi Luo; Bhiksha Raj; Zhe Lin; Marios Savvides (CoRR, 2025)

Mellow: a small audio language model for reasoning. - Soham Deshmukh; Satvik Dixit; Rita Singh; Bhiksha Raj (CoRR, 2025)

CAARMA: Class Augmentation with Adversarial Mixup Regularization. - Massa Baali; Xiang Li 106; Hao Chen 102; Rita Singh; Bhiksha Raj (CoRR, 2025)

Total-Editing: Head Avatar with Editable Appearance, Motion, and Lighting. - Yizhou Zhao; Chunjiang Liu; Haoyu Chen; Bhiksha Raj; Min Xu 009; Tadas Baltrusaitis; Mitch Rundle; HsiangTao Wu; Kamran Ghasedi (CoRR, 2025)

CoLMbo: Speaker Language Model for Descriptive Profiling. - Massa Baali; Shuo Han; Syed Abdul Hannan; Purusottam Samal; Karanveer Singh; Soham Deshmukh; Rita Singh; Bhiksha Raj (CoRR, 2025)

Human Voice is Unique. - Rita Singh; Bhiksha Raj (CoRR, 2025)

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings. - Ankit Shah 001; Rita Singh; Bhiksha Raj; Alex Hauptmann 001 (CoRR, 2025)

PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs. - Sana Kang; Myeongseok Gwon; Su Young Kwon; Jaewook Lee; Andrew Lan; Bhiksha Raj; Rita Singh (CoRR, 2025)

Impact of Noisy Supervision in Foundation Model Learning. - Hao Chen 102; Zihan Wang; Ran Tao 013; Hongxin Wei; Xing Xie 001; Masashi Sugiyama; Bhiksha Raj; Jindong Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

MASIV: Toward Material-Agnostic System Identification from Videos. - Yizhou Zhao; Haoyu Chen; Chunjiang Liu; Zhenyang Li; Charles Herrmann; Junhwa Hur; Yinxiao Li; Ming-Hsuan Yang 001; Bhiksha Raj; Min Xu 009 (CoRR, 2025)

CarelessWhisper: Turning Whisper into a Causal Streaming Model. - Tomer Krichli; Bhiksha Raj; Joseph Keshet (CoRR, 2025)

Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models. - Thanh-Dat Truong; Huu-Thien Tran; Tran Thai Son; Bhiksha Raj; Khoa Luu (CoRR, 2025)

Autoregressive Temporal Modeling for Advanced Tracking-by-Diffusion. - Pha A. Nguyen; Rishi Madhok; Bhiksha Raj; Khoa Luu (Int. J. Comput. Vis., 2025)

Exploring features for membership inference in ASR model auditing. - Francisco Teixeira; Karla Pizzi; Raphaël Olivier; Alberto Abad; Bhiksha Raj; Isabel Trancoso (Comput. Speech Lang., 2026)