Ashutosh Pandey

Publication Activity (10 Years)

Years Active: 2018-2025
Publications (10 Years): 37

Top Topics

Convolutional Neural Network

Noise Reduction

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Heming Wang, Ashutosh Pandey, DeLiang Wang
A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments. Comput. Speech Lang. 89 (2025)
Tsun-An Hsieh, Jacob Donley, Daniel Wong, Buye Xu, Ashutosh Pandey
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement. ICASSP (2024)
Tsun-An Hsieh, Jacob Donley, Daniel Wong, Buye Xu, Ashutosh Pandey
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement. CoRR (2024)
Ashutosh Pandey, Buye Xu
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. CoRR (2024)
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR. CoRR (2024)
Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
Leveraging Sound Localization to Improve Continuous Speaker Separation. ICASSP (2024)
Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu
All Neural Low-latency Directional Speech Extraction. CoRR (2024)
Ashutosh Pandey, Buye Xu
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. ICASSP (2024)
Ashutosh Pandey, Ke Tan, Buye Xu
A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain. INTERSPEECH (2023)
Hao Zhang, Ashutosh Pandey, DeLiang Wang
Low-Latency Active Noise Control Using Attentive Recurrent Network. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
Time-Domain Speech Enhancement for Robust Automatic Speech Recognition. INTERSPEECH (2023)
Ashutosh Pandey, DeLiang Wang
Attentive Training: A New Training Framework for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang
Multi-input Multi-output Complex Spectral Mapping for Speaker Separation. INTERSPEECH (2023)
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network. INTERSPEECH (2022)
Ashutosh Pandey, DeLiang Wang
Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement. ICASSP (2022)
Hao Zhang, Ashutosh Pandey, DeLiang Wang
Attentive Recurrent Network for Low-Latency Active Noise Control. INTERSPEECH (2022)
Yufeng Yang, Ashutosh Pandey, DeLiang Wang
Time-Domain Speech Enhancement for Robust Automatic Speech Recognition. CoRR (2022)
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
Multichannel Speech Enhancement Without Beamforming. ICASSP (2022)
Ashutosh Pandey, DeLiang Wang
Attentive Training: A New Training Framework for Talker-independent Speaker Extraction. INTERSPEECH (2022)
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement. CoRR (2021)
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang
TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement. CoRR (2021)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. SLT (2021)
Ashutosh Pandey, DeLiang Wang
Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization. CoRR (2021)
Ashutosh Pandey, DeLiang Wang
Dense CNN With Self-Attention for Time-Domain Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Ashutosh Pandey, DeLiang Wang
Dense CNN with Self-Attention for Time-Domain Speech Enhancement. CoRR (2020)
Ashutosh Pandey, DeLiang Wang
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Ashutosh Pandey, DeLiang Wang
Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain. ICASSP (2020)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. CoRR (2020)
Ashutosh Pandey, DeLiang Wang
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement. CoRR (2020)
Ashutosh Pandey, DeLiang Wang
Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization. INTERSPEECH (2020)
Ashutosh Pandey, DeLiang Wang
Dual-path Self-Attention RNN for Real-Time Speech Enhancement. CoRR (2020)
Ashutosh Pandey, DeLiang Wang
A New Framework for CNN-Based Speech Enhancement in the Time Domain. IEEE ACM Trans. Audio Speech Lang. Process. 27 (7) (2019)
Ashutosh Pandey, DeLiang Wang
Exploring Deep Complex Networks for Complex Spectrogram Enhancement. ICASSP (2019)
Ashutosh Pandey, DeLiang Wang
TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain. ICASSP (2019)
Ashutosh Pandey, DeLiang Wang
On Adversarial Training and Loss Functions for Speech Enhancement. ICASSP (2018)
Ashutosh Pandey, DeLiang Wang
A New Framework for Supervised Speech Enhancement in the Time Domain. INTERSPEECH (2018)