On Adversarial Training and Loss Functions for Speech Enhancement. - Ashutosh Pandey 004; DeLiang Wang (ICASSP, 2018)

A New Framework for Supervised Speech Enhancement in the Time Domain. - Ashutosh Pandey 004; DeLiang Wang (INTERSPEECH, 2018)

TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain. - Ashutosh Pandey 004; DeLiang Wang (ICASSP, 2019)

Exploring Deep Complex Networks for Complex Spectrogram Enhancement. - Ashutosh Pandey 004; DeLiang Wang (ICASSP, 2019)

A New Framework for CNN-Based Speech Enhancement in the Time Domain. - Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain. - Ashutosh Pandey 004; DeLiang Wang (ICASSP, 2020)

Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization. - Ashutosh Pandey 004; DeLiang Wang (INTERSPEECH, 2020)

Dual-path Self-Attention RNN for Real-Time Speech Enhancement. - Ashutosh Pandey 004; DeLiang Wang (CoRR, 2020)

On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement. - Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Dual Application of Speech Enhancement for Automatic Speech Recognition. - Ashutosh Pandey 004; Chunxi Liu; Yun Wang; Yatharth Saraf (SLT, 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)

Dense CNN With Self-Attention for Time-Domain Speech Enhancement. - Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

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)

Attentive Training: A New Training Framework for Talker-independent Speaker Extraction. - Ashutosh Pandey 004; DeLiang Wang (INTERSPEECH, 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)

Attentive Recurrent Network for Low-Latency Active Noise Control. - Hao Zhang 112; Ashutosh Pandey 004; DeLiang Wang (INTERSPEECH, 2022)

Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization. - Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain. - Ashutosh Pandey 004; Ke Tan 001; Buye Xu (INTERSPEECH, 2023)

Multi-input Multi-output Complex Spectral Mapping for Speaker Separation. - Hassan Taherian; Ashutosh Pandey 004; Daniel Wong; Buye Xu; DeLiang Wang (INTERSPEECH, 2023)

Time-Domain Speech Enhancement for Robust Automatic Speech Recognition. - Yufeng Yang; Ashutosh Pandey 004; DeLiang Wang (INTERSPEECH, 2023)

Attentive Training: A New Training Framework for Speech Enhancement. - Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Low-Latency Active Noise Control Using Attentive Recurrent Network. - Hao Zhang 112; Ashutosh Pandey 004; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. - Ashutosh Pandey 004; Buye Xu (ICASSP, 2024)

On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement. - Tsun-An Hsieh; Jacob Donley; Daniel Wong; Buye Xu; Ashutosh Pandey 004 (ICASSP, 2024)

Leveraging Sound Localization to Improve Continuous Speaker Separation. - Hassan Taherian; Ashutosh Pandey 004; Daniel Wong; Buye Xu; DeLiang Wang (ICASSP, 2024)

Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. - Longbiao Cheng; Ashutosh Pandey 004; Buye Xu; Tobi Delbruck; Shih-Chii Liu (INTERSPEECH, 2024)

All Neural Low-latency Directional Speech Extraction. - Ashutosh Pandey 004; Sanha Lee; Juan Azcarreta; Daniel Wong; Buye Xu (INTERSPEECH, 2024)

Towards Explainable Monaural Speaker Separation with Auditory-based Training. - Hassan Taherian; Vahid Ahmadi Kalkhorani; Ashutosh Pandey 004; Daniel Wong; Buye Xu; DeLiang Wang (INTERSPEECH, 2024)

FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses. - Zhongweiyang Xu; Ali Aroudi; Ke Tan 001; Ashutosh Pandey 004; Jung-Suk Lee; Buye Xu; Francesco Nesta (INTERSPEECH, 2024)

Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses. - Shanmukha Srinivas Battula; Hassan Taherian; Ashutosh Pandey 004; Daniel Wong; Buye Xu; DeLiang Wang (ICASSP, 2025)

Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. - Longbiao Cheng; Ashutosh Pandey 004; Buye Xu; Tobi Delbruck; Vamsi Krishna Ithapu; Shih-Chii Liu (ICASSP, 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)

Ultra low-compute complex spectral masking for multichannel speech enhancement. - Ashutosh Pandey 004; Juan Azcarreta (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)

A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments. - Heming Wang; Ashutosh Pandey 004; DeLiang Wang (Comput. Speech Lang., 2025)

A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control. - Yuan-Kuei Wu; Juan Azcarreta; Kashyap Patel; Buye Xu; Jung-Suk Lee; Sanha Lee; Ashutosh Pandey 004 (CoRR, 2025)

Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network. - Eric Grinstein; Ashutosh Pandey 004; Cole Li; Shanmukha Srinivas; Juan Azcarreta; Jacob Donley; Sanha Lee; Ali Aroudi; Cagdas Bilen (CoRR, 2025)

Towards decoupling frontend enhancement and backend recognition in monaural robust ASR. - Yufeng Yang; Ashutosh Pandey 004; DeLiang Wang (Comput. Speech Lang., 2026)