Ashutosh Pandey

57 papers A 13C 1Misc 14Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR.
Comput. Speech Lang.
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
2025 A conf
A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control.
INTERSPEECH
Yuan-Kuei Wu, Juan Azcarreta Ortiz, Kashyap Patel, Buye Xu, Jung-Suk Lee, Sanha Lee, Ashutosh Pandey
2025 J jnl
A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control.
CoRR
Yuan-Kuei Wu, Juan Azcarreta, Kashyap Patel, Buye Xu, Jung-Suk Lee, Sanha Lee, Ashutosh Pandey
2025 — conf
A Unified Framework for Evaluating DNN-Based Feedforward, Feedback, and Hybrid Active Noise Cancellation.
WASPAA
Huajian Fang, Buye Xu, Jacob Donley, Ashutosh Pandey, DeLiang Wang, Daniel Wong
2025 J jnl
A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments.
Comput. Speech Lang.
Heming Wang, Ashutosh Pandey, DeLiang Wang
2025 Misc conf
Advancing Active Speaker Detection for Egocentric Videos.
ICASSP
Jaesung Huh, Juan Azcarreta Ortiz, Anurag Kumar, Ashutosh Pandey, Ali Aroudi, Daniel D. E. Wong, Francesco Nesta, Buye Xu, Jacob Donley
2025 — conf
Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network.
WASPAA
Eric Grinstein, Ashutosh Pandey, Cole Li, Shanmukha Srinivas, Juan Azcarreta, Jacob Donley, Sanha Lee, Ali Aroudi, Çagdas Bilen
2025 J jnl
Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network.
CoRR
Eric Grinstein, Ashutosh Pandey, Cole Li, Shanmukha Srinivas, Juan Azcarreta, Jacob Donley, Sanha Lee, Ali Aroudi, Cagdas Bilen
2025 C conf
Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement.
ASRU
Heitor R. Guimarães, Ke Tan, Juan Azcarreta, Jesus Alvarez, Prabhav Agrawal, Ashutosh Pandey, Buye Xu
2025 J jnl
Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement.
CoRR
Heitor R. Guimarães, Ke Tan, Juan Azcarreta, Jesus Alvarez, Prabhav Agrawal, Ashutosh Pandey, Buye Xu
2025 Misc conf
Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement.
ICASSP
Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu
2025 Misc conf
Reexamining the Efficacy of MetricGAN for Speech Enhancement.
ICASSP
Haibin Wu, Ali Aroudi, Buye Xu, Ashutosh Pandey, Francesco Nesta, Anurag Kumar, Alexander Reich, Ke Tan
2025 Misc conf
Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses.
ICASSP
Shanmukha Srinivas Battula, Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
2025 Misc conf
Ultra low-compute complex spectral masking for multichannel speech enhancement.
ICASSP
Ashutosh Pandey, Juan Azcarreta
2024 A conf
All Neural Low-latency Directional Speech Extraction.
INTERSPEECH
Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu
2024 J jnl
All Neural Low-latency Directional Speech Extraction.
CoRR
Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu
2024 Misc conf
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement.
ICASSP
Ashutosh Pandey, Buye Xu
2024 J jnl
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement.
CoRR
Ashutosh Pandey, Buye Xu
2024 A conf
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement.
INTERSPEECH
Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu
2024 J jnl
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement.
CoRR
Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu
2024 A conf
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses.
INTERSPEECH
Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta
2024 J jnl
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses.
CoRR
Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta
2024 Misc conf
Leveraging Sound Localization to Improve Continuous Speaker Separation.
ICASSP
Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
2024 J jnl
Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement.
CoRR
Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu
2024 Misc conf
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement.
ICASSP
Tsun-An Hsieh, Jacob Donley, Daniel Wong, Buye Xu, Ashutosh Pandey
2024 J jnl
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement.
CoRR
Tsun-An Hsieh, Jacob Donley, Daniel Wong, Buye Xu, Ashutosh Pandey
2024 J jnl
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR.
CoRR
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
2024 A conf
Towards Explainable Monaural Speaker Separation with Auditory-based Training.
INTERSPEECH
Hassan Taherian, Vahid Ahmadi Kalkhorani, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
2023 A conf
A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain.
INTERSPEECH
Ashutosh Pandey, Ke Tan, Buye Xu
2023 J jnl
Attentive Training: A New Training Framework for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ashutosh Pandey, DeLiang Wang
2023 J jnl
Low-Latency Active Noise Control Using Attentive Recurrent Network.
IEEE ACM Trans. Audio Speech Lang. Process.
Hao Zhang, Ashutosh Pandey, DeLiang Wang
2023 A conf
Multi-input Multi-output Complex Spectral Mapping for Speaker Separation.
INTERSPEECH
Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
2023 A conf
Time-Domain Speech Enhancement for Robust Automatic Speech Recognition.
INTERSPEECH
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
2022 A conf
Attentive Recurrent Network for Low-Latency Active Noise Control.
INTERSPEECH
Hao Zhang, Ashutosh Pandey, DeLiang Wang
2022 A conf
Attentive Training: A New Training Framework for Talker-independent Speaker Extraction.
INTERSPEECH
Ashutosh Pandey, DeLiang Wang
2022 Misc conf
Multichannel Speech Enhancement Without Beamforming.
ICASSP
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2022 J jnl
Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization.
IEEE ACM Trans. Audio Speech Lang. Process.
Ashutosh Pandey, DeLiang Wang
2022 Misc conf
TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement.
ICASSP
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2022 A conf
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network.
INTERSPEECH
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2021 J jnl
Dense CNN With Self-Attention for Time-Domain Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ashutosh Pandey, DeLiang Wang
2021 — conf
Dual Application of Speech Enhancement for Automatic Speech Recognition.
SLT
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
2021 J jnl
Multichannel Speech Enhancement without Beamforming.
CoRR
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2021 J jnl
Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization.
CoRR
Ashutosh Pandey, DeLiang Wang
2021 J jnl
TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement.
CoRR
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2021 J jnl
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement.
CoRR
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
2020 J jnl
Dense CNN with Self-Attention for Time-Domain Speech Enhancement.
CoRR
Ashutosh Pandey, DeLiang Wang
2020 Misc conf
Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain.
ICASSP
Ashutosh Pandey, DeLiang Wang
2020 J jnl
Dual Application of Speech Enhancement for Automatic Speech Recognition.
CoRR
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
2020 J jnl
Dual-path Self-Attention RNN for Real-Time Speech Enhancement.
CoRR
Ashutosh Pandey, DeLiang Wang
2020 A conf
Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization.
INTERSPEECH
Ashutosh Pandey, DeLiang Wang
2020 J jnl
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement.
CoRR
Ashutosh Pandey, DeLiang Wang
2020 J jnl
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ashutosh Pandey, DeLiang Wang
2019 J jnl
A New Framework for CNN-Based Speech Enhancement in the Time Domain.
IEEE ACM Trans. Audio Speech Lang. Process.
Ashutosh Pandey, DeLiang Wang
2019 Misc conf
Exploring Deep Complex Networks for Complex Spectrogram Enhancement.
ICASSP
Ashutosh Pandey, DeLiang Wang
2019 Misc conf
TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain.
ICASSP
Ashutosh Pandey, DeLiang Wang
2018 A conf
A New Framework for Supervised Speech Enhancement in the Time Domain.
INTERSPEECH
Ashutosh Pandey, DeLiang Wang
2018 Misc conf
On Adversarial Training and Loss Functions for Speech Enhancement.
ICASSP
Ashutosh Pandey, DeLiang Wang