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

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)

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

Monaural speaker segregation using group delay spectral matrix factorization. - Karan Nathwani; Anurag Kumar 003; Rajesh M. Hegde (NCC, 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)

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

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

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)

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

Speech Enhancement in Multiple-Noise Conditions Using Deep Neural Networks. - Anurag Kumar 003; Dinei A. F. Florêncio (INTERSPEECH, 2016)

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

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

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)

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)

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

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

Knowledge Transfer from Weakly Labeled Audio Using Convolutional Neural Network for Sound Events and Scenes. - Anurag Kumar 003; Maksim Khadkevich; Christian Fügen (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)

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

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

SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection. - Anurag Kumar 003; Vamsi Krishna Ithapu (CoRR, 2019)

SeCoST: : Sequential Co-Supervision for Large Scale Weakly Labeled Audio Event Detection. - Anurag Kumar 003; Vamsi Krishna Ithapu (ICASSP, 2020)

A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition. - Anurag Kumar 003; Vamsi K. Ithapu (ICML, 2020)

Incorporating Real-World Noisy Speech in Neural-Network-Based Speech Enhancement Systems. - Yangyang Xia; Buye Xu; Anurag Kumar 003 (ASRU, 2021)

Multi-Channel Speech Enhancement Using Graph Neural Networks. - Panagiotis Tzirakis; Anurag Kumar 003; Jacob Donley (ICASSP, 2021)

Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning. - Anurag Kumar 003; Yun Wang; Vamsi Krishna Ithapu; Christian Fuegen (Interspeech, 2021)

NORESQA: A Framework for Speech Quality Assessment using Non-Matching References. - Pranay Manocha; Buye Xu; Anurag Kumar 003 (NeurIPS, 2021)

DPLM: A Deep Perceptual Spatial-Audio Localization Metric. - Pranay Manocha; Anurag Kumar 003; Buye Xu; Anjali Menon; Israel D. Gebru; Vamsi K. Ithapu; Paul Calamia (WASPAA, 2021)

Online Self-Attentive Gated RNNs for Real-Time Speaker Separation. - Ori Kabeli; Yossi Adi; Zhenyu Tang; Buye Xu; Anurag Kumar 003 (CoRR, 2021)

Ego4D: Around the World in 3, 000 Hours of Egocentric Video. - Kristen Grauman; Andrew Westbury; Eugene Byrne; Zachary Chavis; Antonino Furnari; Rohit Girdhar; Jackson Hamburger; Hao Jiang 007; Miao Liu 007; Xingyu Liu 001; Miguel Martin; Tushar Nagarajan; et al. (CoRR, 2021)

TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement. - Ashutosh Pandey 004; Buye Xu; Anurag Kumar 003; Jacob Donley; Paul Calamia; DeLiang Wang (CoRR, 2021)

NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers. - Jonah Casebeer; Jacob Donley; Daniel Wong; Buye Xu; Anurag Kumar 003 (CoRR, 2021)

SAGRNN: Self-Attentive Gated RNN For Binaural Speaker Separation With Interaural Cue Preservation. - Ke Tan 001; Buye Xu; Anurag Kumar 003; Eliya Nachmani; Yossi Adi (IEEE Signal Process. Lett., 2021)

Ego4D: Around the World in 3, 000 Hours of Egocentric Video. - Kristen Grauman; Andrew Westbury; Eugene Byrne; Zachary Chavis; Antonino Furnari; Rohit Girdhar; Jackson Hamburger; Hao Jiang 007; Miao Liu 007; Xingyu Liu 001; Miguel Martin; Tushar Nagarajan; et al. (CVPR, 2022)

Audio Signal Processing for Telepresence Based on Wearable Array in Noisy and Dynamic Scenes. - Hanan Beit-On; Moti Lugasi; Lior Madmoni; Anjali Menon; Anurag Kumar 003; Jacob Donley; Vladimir Tourbabin; Boaz Rafaely (ICASSP, 2022)

The Impact of Removing Head Movements on Audio-Visual Speech Enhancement. - Zhiqi Kang; Mostafa Sadeghi; Radu Horaud; Xavier Alameda-Pineda; Jacob Donley; Anurag Kumar 003 (ICASSP, 2022)

TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement. - Ashutosh Pandey 004; Buye Xu; Anurag Kumar 003; Jacob Donley; Paul Calamia; DeLiang Wang (ICASSP, 2022)

Multichannel Speech Enhancement Without Beamforming. - Ashutosh Pandey 004; Buye Xu; Anurag Kumar 003; Jacob Donley; Paul Calamia; DeLiang Wang (ICASSP, 2022)

Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks. - Sangeeta Srivastava; Yun Wang; Andros Tjandra; Anurag Kumar 003; Chunxi Liu; Kritika Singh; Yatharth Saraf (ICASSP, 2022)

Continual Self-Training With Bootstrapped Remixing For Speech Enhancement. - Efthymios Tzinis; Yossi Adi; Vamsi K. Ithapu; Buye Xu; Anurag Kumar 003 (ICASSP, 2022)

Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network. - Ashutosh Pandey 004; Buye Xu; Anurag Kumar 003; Jacob Donley; Paul Calamia; DeLiang Wang (INTERSPEECH, 2022)

Speech Quality Assessment through MOS using Non-Matching References. - Pranay Manocha; Anurag Kumar 003 (INTERSPEECH, 2022)

SAQAM: Spatial Audio Quality Assessment Metric. - Pranay Manocha; Anurag Kumar 003; Buye Xu; Anjali Menon; Israel Dejene Gebru; Vamsi Krishna Ithapu; Paul Calamia (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)

Direction Of Arrival Estimation For Reverberant Speech Based On Neural Networks And The Direct-Path Dominance Test. - Orel Ben Zaken; Boaz Rafaely; Anurag Kumar 003; Vladimir Tourbabin (IWAENC, 2022)

RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing. - Efthymios Tzinis; Yossi Adi; Vamsi K. Ithapu; Buye Xu; Paris Smaragdis; Anurag Kumar 003 (IEEE J. Sel. Top. Signal Process., 2022)

TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. - Jeff Hwang; Moto Hira; Caroline Chen; Xiaohui Zhang 007; Zhaoheng Ni; Guangzhi Sun; Pingchuan Ma 001; Ruizhe Huang; Vineel Pratap; Yuekai Zhang; Anurag Kumar 003; Chin-Yun Yu; et al. (ASRU, 2023)

Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-Channel Speech Enhancement. - Kuan-Lin Chen 002; Daniel D. E. Wong; Ke Tan 001; Buye Xu; Anurag Kumar 003; Vamsi Krishna Ithapu (ICASSP, 2023)

Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio. - Anurag Kumar 003; Ke Tan 001; Zhaoheng Ni; Pranay Manocha; Xiaohui Zhang 007; Ethan Henderson; Buye Xu (ICASSP, 2023)

Nord: Non-Matching Reference Based Relative Depth Estimation from Binaural Speech. - Pranay Manocha; Israel D. Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (ICASSP, 2023)

LA-VOCE: LOW-SNR Audio-Visual Speech Enhancement Using Neural Vocoders. - Rodrigo Mira; Buye Xu; Jacob Donley; Anurag Kumar 003; Stavros Petridis; Vamsi Krishna Ithapu; Maja Pantic (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)

Time-domain Transformer-based Audiovisual Speaker Separation. - Vahid Ahmadi Kalkhorani; Anurag Kumar 003; Ke Tan 001; Buye Xu; DeLiang Wang (INTERSPEECH, 2023)

Spatialization Quality Metric for Binaural Speech. - Pranay Manocha; Israel Dejene Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (INTERSPEECH, 2023)

Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement. - Haibin Wu; Ke Tan 001; Buye Xu; Anurag Kumar 003; Daniel Wong (INTERSPEECH, 2023)

TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. - Jeff Hwang; Moto Hira; Caroline Chen; Xiaohui Zhang 007; Zhaoheng Ni; Guangzhi Sun; Pingchuan Ma 001; Ruizhe Huang; Vineel Pratap; Yuekai Zhang; Anurag Kumar 003; Chin-Yun Yu; et al. (CoRR, 2023)

Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark. - Ziyang Chen; Israel D. Gebru; Christian Richardt; Anurag Kumar 003; William Laney; Andrew Owens; Alexander Richard (CVPR, 2024)

Spherical World-Locking for Audio-Visual Localization in Egocentric Videos. - Heeseung Yun; Ruohan Gao; Ishwarya Ananthabhotla; Anurag Kumar 003; Jacob Donley; Chao Li; Gunhee Kim; Vamsi Krishna Ithapu; Calvin Murdock (ECCV (24), 2024)

Audiovisual Speaker Separation with Full- and Sub-Band Modeling in the Time-Frequency Domain. - Vahid Ahmadi Kalkhorani; Anurag Kumar 003; Ke Tan 001; Buye Xu; DeLiang Wang (ICASSP, 2024)

A Closer Look at Wav2vec2 Embeddings for On-Device Single-Channel Speech Enhancement. - Ravi Shankar; Ke Tan 001; Buye Xu; Anurag Kumar 003 (ICASSP, 2024)

Ambisonics Networks - The Effect of Radial Functions Regularization. - Bar Shaybet; Anurag Kumar 003; Vladimir Tourbabin; Boaz Rafaely (ICASSP, 2024)

Cross-Talk Reduction. - Zhong-Qiu Wang 001; Anurag Kumar 003; Shinji Watanabe 001 (IJCAI, 2024)

Data Efficient Reflow for Few Step Audio Generation. - Lemeng Wu; Zhaoheng Ni; Bowen Shi; Gaël Le Lan; Anurag Kumar 003; Varun Nagaraja; Xinhao Mei; Yunyang Xiong; Bilge Soran; Raghuraman Krishnamoorthi; Wei-Ning Hsu; Yangyang Shi; et al. (SLT, 2024)

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. - Wangyou Zhang; Robin Scheibler; Kohei Saijo; Samuele Cornell; Chenda Li; Zhaoheng Ni; Anurag Kumar 003; Jan Pirklbauer; Marvin Sach; Shinji Watanabe 001; Tim Fingscheidt; Yanmin Qian (CoRR, 2024)

High Fidelity Text-Guided Music Generation and Editing via Single-Stage Flow Matching. - Gaël Le Lan; Bowen Shi; Zhaoheng Ni; Sidd Srinivasan; Anurag Kumar 003; Brian Ellis; David Kant; Varun Nagaraja; Ernie Chang; Wei-Ning Hsu; Yangyang Shi; Vikas Chandra (CoRR, 2024)

Improved direction of arrival estimations with a wearable microphone array for dynamic environments by reliability weighting. - Daniel A. Mitchell; Boaz Rafaely; Anurag Kumar 003; Vladimir Tourbabin (CoRR, 2024)

SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text. - Haohe Liu; Gaël Le Lan; Xinhao Mei; Zhaoheng Ni; Anurag Kumar 003; Varun Nagaraja; Wenwu Wang 001; Mark D. Plumbley; Yangyang Shi; Vikas Chandra (CoRR, 2024)

Neural-Network-Based Direction-of-Arrival Estimation for Reverberant Speech - The Importance of Energetic, Temporal, and Spatial Information. - Orel Ben Zaken; Anurag Kumar 003; Vladimir Tourbabin; Boaz Rafaely (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Hearing Anywhere in Any Environment. - Xiulong Liu; Anurag Kumar 003; Paul Calamia; Sebastià Vicenc Amengual Garí; Calvin Murdock; Ishwarya Ananthabhotla; Philip W. Robinson; Eli Shlizerman; Vamsi Krishna Ithapu; Ruohan Gao (CVPR, 2025)

Advancing Active Speaker Detection for Egocentric Videos. - Jaesung Huh; Juan Azcarreta Ortiz; Anurag Kumar 003; Ashutosh Pandey 004; Ali Aroudi; Daniel D. E. Wong; Francesco Nesta; Buye Xu; Jacob Donley (ICASSP, 2025)

Reexamining the Efficacy of MetricGAN for Speech Enhancement. - Haibin Wu; Ali Aroudi; Buye Xu; Ashutosh Pandey 004; Francesco Nesta; Anurag Kumar 003; Alexander Reich; Ke Tan 001 (ICASSP, 2025)

Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment. - Joanna Hong; Sanjeel Parekh; Honglie Chen; Jacob Donley; Ke Tan 001; Buye Xu; Anurag Kumar 003 (CoRR, 2025)

AV-CrossNet: An Audiovisual Complex Spectral Mapping Network for Speech Separation by Leveraging Narrow- and Cross-Band Modeling. - Vahid Ahmadi Kalkhorani; Cheng Yu; Anurag Kumar 003; Ke Tan 001; Buye Xu; DeLiang Wang (IEEE J. Sel. Top. Signal Process., 2025)

Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. - Wangyou Zhang; Kohei Saijo; Samuele Cornell; Robin Scheibler; Chenda Li; Zhaoheng Ni; Anurag Kumar 003; Marvin Sach; Wei Wang 010; Yihui Fu; Shinji Watanabe 001; Tim Fingscheidt; et al. (CoRR, 2025)

Less is More: Data Curation Matters in Scaling Speech Enhancement. - Chenda Li; Wangyou Zhang; Wei Wang 010; Robin Scheibler; Kohei Saijo; Samuele Cornell; Yihui Fu; Marvin Sach; Zhaoheng Ni; Anurag Kumar 003; Tim Fingscheidt; Shinji Watanabe 001; et al. (CoRR, 2025)

URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition. - Jiahe Wang; Chenda Li; Wei Wang 010; Wangyou Zhang; Samuele Cornell; Marvin Sach; Robin Scheibler; Kohei Saijo; Yihui Fu; Zhaoheng Ni; Anurag Kumar 003; Tim Fingscheidt; et al. (CoRR, 2025)