Ashutosh Pandey

According to our database, Ashutosh Pandey authored at least 39 papers between 2018 and 2026.

Collaborative distances:

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

2026

Towards decoupling frontend enhancement and backend recognition in monaural robust ASR.

Yufeng Yang, Ashutosh Pandey, DeLiang Wang

Comput. Speech Lang., 2026

2025

Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network.

Eric Grinstein, Ashutosh Pandey, Cole Li, Shanmukha Srinivas, Juan Azcarreta, Jacob Donley, Sanha Lee, Ali Aroudi, Cagdas Bilen

CoRR, July, 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

CoRR, May, 2025

A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments.

Heming Wang, Ashutosh Pandey, DeLiang Wang

Comput. Speech Lang., 2025

Reexamining the Efficacy of MetricGAN for Speech Enhancement.

Haibin Wu, Ali Aroudi, Buye Xu, Ashutosh Pandey, Francesco Nesta, Anurag Kumar, Alexander Reich, Ke Tan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Ultra low-compute complex spectral masking for multichannel speech enhancement.

Ashutosh Pandey, Juan Azcarreta

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Advancing Active Speaker Detection for Egocentric Videos.

Jaesung Huh, Juan Azcarreta Ortiz, Anurag Kumar, Ashutosh Pandey, Ali Aroudi, Daniel D. E. Wong, Francesco Nesta, Buye Xu, Jacob Donley

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement.

Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses.

Shanmukha Srinivas Battula, Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses.

Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Towards Explainable Monaural Speaker Separation with Auditory-based Training.

Hassan Taherian, Vahid Ahmadi Kalkhorani, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

All Neural Low-latency Directional Speech Extraction.

Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement.

Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Leveraging Sound Localization to Improve Continuous Speaker Separation.

Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE International Conference on Acoustics, 2024

Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement.

Ashutosh Pandey, Buye Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Low-Latency Active Noise Control Using Attentive Recurrent Network.

Hao Zhang, Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Attentive Training: A New Training Framework for Speech Enhancement.

Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Time-Domain Speech Enhancement for Robust Automatic Speech Recognition.

Yufeng Yang, Ashutosh Pandey, DeLiang Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi-input Multi-output Complex Spectral Mapping for Speaker Separation.

Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain.

Ashutosh Pandey, Ke Tan, Buye Xu

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization.

Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Attentive Recurrent Network for Low-Latency Active Noise Control.

Hao Zhang, Ashutosh Pandey, DeLiang Wang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network.

Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Attentive Training: A New Training Framework for Talker-independent Speaker Extraction.

Ashutosh Pandey, DeLiang Wang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Multichannel Speech Enhancement Without Beamforming.

Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement.

Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Dense CNN With Self-Attention for Time-Domain Speech Enhancement.

Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2021

TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement.

Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

CoRR, 2021

Dual Application of Speech Enhancement for Automatic Speech Recognition.

Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

2020

On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement.

Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dual-path Self-Attention RNN for Real-Time Speech Enhancement.

Ashutosh Pandey, DeLiang Wang

CoRR, 2020

Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization.

Ashutosh Pandey, DeLiang Wang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain.

Ashutosh Pandey, DeLiang Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

A New Framework for CNN-Based Speech Enhancement in the Time Domain.

Ashutosh Pandey, DeLiang Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Exploring Deep Complex Networks for Complex Spectrogram Enhancement.

Ashutosh Pandey, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain.

Ashutosh Pandey, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A New Framework for Supervised Speech Enhancement in the Time Domain.

Ashutosh Pandey, DeLiang Wang

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

On Adversarial Training and Loss Functions for Speech Enhancement.

Ashutosh Pandey, DeLiang Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018