Rita Singh

According to our database, Rita Singh authored at least 133 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

R²-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations.

Xiang Li, Kai Qiu, Jinglu Wang, Xiaohao Xu, Rita Singh, Kashu Yamazaki, Hao Chen, Xiaonan Huang, Bhiksha Raj

CoRR, 2024

Domain Adaptation for Contrastive Audio-Language Models.

Soham Deshmukh, Rita Singh, Bhiksha Raj

CoRR, 2024

A General Framework for Learning from Weak Supervision.

Hao Chen, Jindong Wang, Lei Feng, Xiang Li, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj

CoRR, 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

CoRR, 2024

2023

Deriving Vocal Fold Oscillation Information from Recorded Voice Signals Using Models of Phonation.

Wayne Zhao, Rita Singh

Entropy, July, 2023

A Gene-Based Algorithm for Identifying Factors That May Affect a Speaker's Voice.

Rita Singh

Entropy, June, 2023

SphereFace Revived: Unifying Hyperspherical Face Recognition.

Weiyang Liu, Yandong Wen, Bhiksha Raj, Rita Singh, Adrian Weller

IEEE Trans. Pattern Anal. Mach. Intell., 2023

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model.

Muhammad Ahmed Shah, Roshan Sharma, Hira Dhamyal, Raphaël Olivier, Ankit Shah, Joseph Konan, Dareen Alharthi, Hazim T. Bukhari, Massa Baali, Soham Deshmukh, Michael Kuhlmann, Bhiksha Raj, Rita Singh

CoRR, 2023

Prompting Audios Using Acoustic Properties For Emotion Representation.

Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh

CoRR, 2023

Completing Visual Objects via Bridging Generation and Segmentation.

Xiang Li, Yinpeng Chen, Chung-Ching Lin, Rita Singh, Bhiksha Raj, Zicheng Liu

CoRR, 2023

Evaluating Speech Synthesis by Training Recognizers on Synthetic Speech.

Dareen Alharthi, Roshan Sharma, Hira Dhamyal, Soumi Maiti, Bhiksha Raj, Rita Singh

CoRR, 2023

Rethinking Audiovisual Segmentation with Semantic Quantization and Decomposition.

Xiang Li, Jinglu Wang, Xiaohao Xu, Xiulian Peng, Rita Singh, Yan Lu, Bhiksha Raj

CoRR, 2023

Importance of negative sampling in weak label learning.

Ankit Shah, Fuyu Tang, Zelin Ye, Rita Singh, Bhiksha Raj

CoRR, 2023

Training Audio Captioning Models without Audio.

Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang

CoRR, 2023

The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features.

Liao Qu, Xianwei Zou, Xiang Li, Yandong Wen, Rita Singh, Bhiksha Raj

CoRR, 2023

BASS: Block-wise Adaptation for Speech Summarization.

Roshan S. Sharma, Kenneth Zheng, Siddhant Arora, Shinji Watanabe, Rita Singh, Bhiksha Raj

CoRR, 2023

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations.

Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj

CoRR, 2023

GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content.

Yutian Chen, Hao Kang, Vivian Zhai, Liangze Li, Rita Singh, Bhiksha Raj

CoRR, 2023

PaintSeg: Painting Pixels for Training-free Segmentation.

Xiang Li, Chung-Ching Lin, Yinpeng Chen, Zicheng Liu, Jinglu Wang, Rita Singh, Bhiksha Raj

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pengi: An Audio Language Model for Audio Tasks.

Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Rethinking Voice-Face Correlation: A Geometry View.

Xiang Li, Yandong Wen, Muqiao Yang, Jinglu Wang, Rita Singh, Bhiksha Raj

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Pairwise Similarity Learning is SimPLE.

Yandong Wen, Weiyang Liu, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text.

Xiang Li, Jinglu Wang, Xiaohao Xu, Muqiao Yang, Fan Yang, Yizhou Zhao, Rita Singh, Bhiksha Raj

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Token Prediction as Implicit Classification to Identify LLM-Generated Text.

Yutian Chen, Hao Kang, Vivian Zhai, Liangze Li, Rita Singh, Bhiksha Raj

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

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

Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition.

Roshan Sharma, Hira Dhamyal, Bhiksha Raj, Rita Singh

CoRR, 2022

Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction.

Roshan Sharma, Tyler Vuong, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj

CoRR, 2022

On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice.

Ankit Shah, Hira Dhamyal, Yang Gao, Rita Singh, Bhiksha Raj

CoRR, 2022

Positional Encoding for Capturing Modality Specific Cadence for Emotion Detection.

Hira Dhamyal, Bhiksha Raj, Rita Singh

Proceedings of the Interspeech 2022, 2022

SphereFace2: Binary Classification is All You Need for Deep Face Recognition.

Yandong Wen, Weiyang Liu, Adrian Weller, Bhiksha Raj, Rita Singh

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

An Overview of Techniques for Biomarker Discovery in Voice Signal.

Rita Singh, Ankit Shah, Hira Dhamyal

CoRR, 2021

Detection and Evaluation of Human and Machine Generated Speech in Spoofing Attacks on Automatic Speaker Verification Systems.

Yang Gao, Jiachen Lian, Bhiksha Raj, Rita Singh

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Masked Proxy Loss for Text-Independent Speaker Verification.

Jiachen Lian, Aiswarya Vinod Kumar, Hira Dhamyal, Bhiksha Raj, Rita Singh

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Generalized Spoofing Detection Inspired from Audio Generation Artifacts.

Yang Gao, Tyler Vuong, Mahsa Elyasi, Gaurav Bharaj, Rita Singh

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks.

Soham Deshmukh, Bhiksha Raj, Rita Singh

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Self-Supervised 3D Face Reconstruction via Conditional Estimation.

Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Detection of Covid-19 Through the Analysis of Vocal Fold Oscillations.

Mahmoud Al Ismail, Soham Deshmukh, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2021

Interpreting Glottal Flow Dynamics for Detecting Covid-19 From Voice.

Soham Deshmukh, Mahmoud Al Ismail, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Mask Proxy Loss for Text-Independent Speaker Recognition.

Jiachen Lian, Aiswarya Vinod Kumar, Hira Dhamyal, Bhiksha Raj, Rita Singh

CoRR, 2020

Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection.

Soham Deshmukh, Bhiksha Raj, Rita Singh

CoRR, 2020

Controlled AutoEncoders to Generate Faces from Voices.

Hao Liang, Lulan Yu, Guikang Xu, Bhiksha Raj, Rita Singh

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Hide and Speak: Towards Deep Neural Networks for Speech Steganography.

Felix Kreuk, Yossi Adi, Bhiksha Raj, Rita Singh, Joseph Keshet

Proceedings of the Interspeech 2020, 2020

The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted.

Hira Dhamyal, Shahan Ali Memon, Bhiksha Raj, Rita Singh

Proceedings of the Interspeech 2020, 2020

Hierarchical Routing Mixture of Experts.

Wenbo Zhao, Yang Gao, Shahan Ali Memon, Bhiksha Raj, Rita Singh

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Artificial Creative Intelligence: Breaking the Imitation Barrier.

Rowland Chen, Roger B. Dannenberg, Bhiksha Raj, Rita Singh

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Speech-Based Parameter Estimation of an Asymmetric Vocal Fold Oscillation Model and its Application in Discriminating Vocal Fold Pathologies.

Wenbo Zhao, Rita Singh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Non-Determinism in Neural Networks for Adversarial Robustness.

Daanish Ali Khan, Linhong Li, Ninghao Sha, Zhuoran Liu, Abelino Jimenez, Bhiksha Raj, Rita Singh

CoRR, 2019

Reconstructing faces from voices.

Yandong Wen, Rita Singh, Bhiksha Raj

CoRR, 2019

Hide and Speak: Deep Neural Networks for Speech Steganography.

Felix Kreuk, Yossi Adi, Bhiksha Raj, Rita Singh, Joseph Keshet

CoRR, 2019

Face Reconstruction from Voice using Generative Adversarial Networks.

Yandong Wen, Bhiksha Raj, Rita Singh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Regression Trees.

Shahan Ali Memon, Wenbo Zhao, Bhiksha Raj, Rita Singh

Proceedings of the International Joint Conference on Neural Networks, 2019

Disjoint Mapping Network for Cross-modal Matching of Voices and Faces.

Yandong Wen, Mahmoud Al Ismail, Weiyang Liu, Bhiksha Raj, Rita Singh

Proceedings of the 7th International Conference on Learning Representations, 2019

Human Behaviour Recognition Using Wifi Channel State Information.

Daanish Ali Khan, Saquib Razak, Bhiksha Raj, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2019

Optimizing Neural Network Embeddings Using a Pair-Wise Loss for Text-Independent Speaker Verification.

Hira Dhamyal, Tianyan Zhou, Bhiksha Raj, Rita Singh

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Optimal Strategies for Matching and Retrieval Problems by Comparing Covariates.

Yandong Wen, Mahmoud Al Ismail, Bhiksha Raj, Rita Singh

CoRR, 2018

A Corrective Learning Approach for Text-Independent Speaker Verification.

Yandong Wen, Tianyan Zhou, Rita Singh, Bhiksha Raj

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Voice Impersonation Using Generative Adversarial Networks.

Yang Gao, Rita Singh, Bhiksha Raj

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Voice disguise by mimicry: deriving statistical articulometric evidence to evaluate claimed impersonation.

Rita Singh, Abelino Jiménez, Anders Øland

IET Biom., 2017

Speaker identification from the sound of the human breath.

Wenbo Zhao, Yang Gao, Rita Singh

CoRR, 2017

Deducing the severity of psychiatric symptoms from the human voice.

Rita Singh, Justin T. Baker, Luciana Pennant, Louis-Philippe Morency

CoRR, 2017

Supervised monaural source separation based on autoencoders.

Keiichi Osako, Yuki Mitsufuji, Rita Singh, Bhiksha Raj

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Minimizing Free Energy of Stochastic Functions of Markov Chains.

Rita Singh

Proceedings of the Recent Advances in Nonlinear Speech Processing, 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

Mereological algebras as mechanisms for reasoning about sounds.

Rita Singh

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Estimating multiple physical parameters from speech data.

Shareef Babu Kalluri, Ashwin Vijayakumar, Deepu Vijayasenan, Rita Singh

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Forensic anthropometry from voice: An articulatory-phonetic approach.

Rita Singh, Bhiksha Raj, Deniz Gençaga

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Short-term analysis for estimating physical parameters of speakers.

Rita Singh, Bhiksha Raj, James Baker

Proceedings of the 4th International Conference on Biometrics and Forensics, 2016

Formant manipulations in voice disguise by mimicry.

Rita Singh, Deniz Gençaga, Bhiksha Raj

Proceedings of the 4th International Conference on Biometrics and Forensics, 2016

Estimation of Children's Physical Characteristics from Their Voices.

Jill Fain Lehman, Rita Singh

Proceedings of the Interspeech 2016, 2016

The relationship of voice onset time and Voice Offset Time to physical age.

Rita Singh, Joseph Keshet, Deniz Gençaga, Bhiksha Raj

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Complex recurrent neural networks for denoising speech signals.

Keiichi Osako, Rita Singh, Bhiksha Raj

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED.

Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Keyword spotting in multi-player voice driven games for children.

Sundar Harshavardhan, Jill Fain Lehman, Rita Singh

Proceedings of the INTERSPEECH 2015, 2015

Free energy for speech recognition.

Rita Singh, Ken'ichi Kumatani

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Informedia @ TRECVID 2014.

Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Online word-spotting in continuous speech with recurrent neural networks.

Pallavi Baljekar, Jill Fain Lehman, Rita Singh

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Audio Classification with Thermodynamic Criteria.

Rita Singh

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Detecting sound objects in audio recordings.

Anurag Kumar, Rita Singh, Bhiksha Raj

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Informedia@TRECVID 2013.

Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Discriminatively trained dependency language modeling for conversational speech recognition.

Benjamin Lambert, Bhiksha Raj, Rita Singh

Proceedings of the INTERSPEECH 2013, 2013

Doppler based speed estimation of vehicles using passive sensor.

Shubhranshu Barnwal, Rohit Barnwal, Rajesh M. Hegde, Rita Singh, Bhiksha Raj

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Joint constrained maximum likelihood regression for overlapping speech recognition.

Ken'ichi Kumatani, Rita Singh, Friedrich Faubel, John W. McDonough, Youssef Oualil

Proceedings of the IEEE International Conference on Acoustics, 2013

Event detection in short duration audio using Gaussian Mixture Model and Random Forest Classifier.

Anurag Kumar, Rajesh M. Hegde, Rita Singh, Bhiksha Raj

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Informedia @TRECVID 2012.

Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

A signal-separation-based array postfilter for distant speech recognition.

Rita Singh, Ken'ichi Kumatani, John W. McDonough, Chen Liu

Proceedings of the INTERSPEECH 2012, 2012

Language identification using spectro-temporal patch features.

Kamal Sahni, Pranay Dighe, Rita Singh, Bhiksha Raj

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 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

Proceedings of the INTERSPEECH 2012, 2012

Plagiarism Detection in Polyphonic Music using Monaural Signal Separation.

Soham De, Indradyumna Roy, Tarunima Prabhakar, Kriti Suneja, Sourish Chaudhuri, Rita Singh, Bhiksha Raj

Proceedings of the INTERSPEECH 2012, 2012

Exploiting Temporal Sequence Structure for Semantic Analysis of Multimedia.

Sourish Chaudhuri, Rita Singh, Bhiksha Raj

Proceedings of the INTERSPEECH 2012, 2012

Compensating for denoising artifacts.

Rita Singh

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Audio event detection from acoustic unit occurrence patterns.

Anurag Kumar, Pranay Dighe, Rita Singh, Sourish Chaudhuri, Bhiksha Raj

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Spectrographic seam patterns for discriminative word spotting.

Shubhranshu Barnwal, Kamal Sahni, Rita Singh, Bhiksha Raj

Proceedings of the 2012 IEEE International Conference on Acoustics, 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

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Introduction.

Tuomas Virtanen, Rita Singh, Bhiksha Raj

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

The Basics of Automatic Speech Recognition.

Rita Singh, Bhiksha Raj, Tuomas Virtanen

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

The Problem of Robustness in Automatic Speech Recognition.

Bhiksha Raj, Tuomas Virtanen, Rita Singh

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011

Phoneme-Dependent NMF for Speech Enhancement in Monaural Mixtures.

Bhiksha Raj, Rita Singh, Tuomas Virtanen

Proceedings of the INTERSPEECH 2011, 2011

A paired test for recognizer selection with untranscribed data.

Bhiksha Raj, Rita Singh, James Baker

Proceedings of the IEEE International Conference on Acoustics, 2011

Gammatone sub-band magnitude-domain dereverberation for ASR.

Kshitiz Kumar, Rita Singh, Bhiksha Raj, Richard M. Stern

Proceedings of the IEEE International Conference on Acoustics, 2011

An iterative least-squares technique for dereverberation.

Kshitiz Kumar, Bhiksha Raj, Rita Singh, Richard M. Stern

Proceedings of the IEEE International Conference on Acoustics, 2011

Reconstructing Noise-Corrupted Spectrographic Components for Robust Speech Recognition.

Bhiksha Raj, Rita Singh

Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011

2010

The use of sense in unsupervised training of acoustic models for ASR systems.

Rita Singh, Benjamin Lambert, Bhiksha Raj

Proceedings of the INTERSPEECH 2010, 2010

Non-negative matrix factorization based compensation of music for automatic speech recognition.

Bhiksha Raj, Tuomas Virtanen, Sourish Chaudhuri, Rita Singh

Proceedings of the INTERSPEECH 2010, 2010

Creating a linguistic plausibility dataset with non-expert annotators.

Benjamin Lambert, Rita Singh, Bhiksha Raj

Proceedings of the INTERSPEECH 2010, 2010

Latent-variable decomposition based dereverberation of monaural and multi-channel signals.

Rita Singh, Bhiksha Raj, Paris Smaragdis

Proceedings of the IEEE International Conference on Acoustics, 2010

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

Proceedings of the IEEE International Conference on Acoustics, 2009

2007

Probabilistic deduction of symbol mappings for extension of lexicons.

Rita Singh, Evandro B. Gouvêa, Bhiksha Raj

Proceedings of the INTERSPEECH 2007, 2007

Bandwidth Expansionwith a pólya URN Model.

Bhiksha Raj, Rita Singh, Madhusudana V. S. Shashanka, Paris Smaragdis

Proceedings of the IEEE International Conference on Acoustics, 2007

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

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2005

Recognizing speech from simultaneous speakers.

Bhiksha Raj, Rita Singh, Paris Smaragdis

Proceedings of the INTERSPEECH 2005, 2005

Feature compensation with secondary sensor measurements for robust speech recognition.

Bhiksha Raj, Rita Singh

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Classification in Likelihood Spaces.

Rita Singh, Bhiksha Raj

Technometrics, 2004

Maximum - likelihod adaptation of semi-continuous HMMs by latent variable decomposition of state distributions.

Antoine Raux, Rita Singh

Proceedings of the INTERSPEECH 2004, 2004

On tracking noise with linear dynamical system models.

Bhiksha Raj, Rita Singh, Richard M. Stern

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Classifier-based non-linear projection for adaptive endpointing of continuous speech.

Bhiksha Raj, Rita Singh

Comput. Speech Lang., 2003

Classification with free energy at raised temperatures.

Rita Singh, Manfred K. Warmuth, Bhiksha Raj, Paul Lamere

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Design of the CMU sphinx-4 decoder.

Paul Lamere, Philip Kwok, William Walker, Evandro B. Gouvêa, Rita Singh, Bhiksha Raj, Peter Wolf

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Tracking noise via dynamical systems with a continuum of states.

Rita Singh, Bhiksha Raj

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Automatic generation of subword units for speech recognition systems.

Rita Singh, Bhiksha Raj, Richard M. Stern

IEEE Trans. Speech Audio Process., 2002

Combining search spaces of heterogeneous recognizers for improved speech recogniton.

Xiang Li, Rita Singh, Richard M. Stern

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Rapid development of speech-to-speech translation systems.

Alan W. Black, Ralf D. Brown, Robert E. Frederking, Kevin A. Lenzo, John Moody, Alexander I. Rudnicky, Rita Singh, Eric Steinbrecher

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001

Speech in Noisy Environments: robust automatic segmentation, feature extraction, and hypothesis combination.

Rita Singh, Michael L. Seltzer, Bhiksha Raj, Richard M. Stern

Proceedings of the IEEE International Conference on Acoustics, 2001

Tandem acoustic modeling in large-vocabulary recognition.

Daniel P. W. Ellis, Rita Singh, Sunil Sivadas

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Structured redefinition of sound units by merging and splitting for improved speech recognition.

Rita Singh, Bhiksha Raj, Richard M. Stern

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Task and domain specific modelling in the Carnegie Mellon communicator system.

Alexander I. Rudnicky, Christina L. Bennett, Alan W. Black, Ananlada Chotimongkol, Kevin A. Lenzo, Alice Oh, Rita Singh

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Automatic subword unit refinement for spontaneous speech recognition via phone splitting.

Jon P. Nedel, Rita Singh, Richard M. Stern

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Phone transition acoustic modeling: application to speaker independent and spontaneous speech systems.

Jon P. Nedel, Rita Singh, Richard M. Stern

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Automatic generation of phone sets and lexical transcriptions.

Rita Singh, Bhiksha Raj, Richard M. Stern

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Domain adduced state tying for cross-domain acoustic modelling.

Rita Singh, Bhiksha Raj, Richard M. Stern

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Automatic clustering and generation of contextual questions for tied states in hidden Markov models.

Rita Singh, Bhiksha Raj, Richard M. Stern

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Inference of missing spectrographic features for robust speech recognition.

Bhiksha Raj, Rita Singh, Richard M. Stern

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998