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ORCIDAshutosh Pandey 0004
Person information
- affiliation: Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
Other persons with the same name
- Ashutosh Pandey — disambiguation page
- Ashutosh Pandey 0001 — University of Utah, Salt Lake City, UT, USA
- Ashutosh Pandey 0002 — Carnegie Mellon University, Pittsburgh, PA, USA
- Ashutosh Pandey 0003 — The University of Memphis, The Bioinformatics Program, TN, USA
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2020 – today
- 2026
[j8]Yufeng Yang
, Ashutosh Pandey, DeLiang Wang:
Towards decoupling frontend enhancement and backend recognition in monaural robust ASR. Comput. Speech Lang. 95: 101821 (2026)- 2025
- [j7]Heming Wang, Ashutosh Pandey, DeLiang Wang:
A systematic study of DNN based speech enhancement in reverberant and reverberant-noisy environments. Comput. Speech Lang. 89: 101677 (2025) - [c27]Shanmukha Srinivas Battula, Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses. ICASSP 2025: 1-5 - [c26]Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu:
Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. ICASSP 2025: 1-5 - [c25]Jaesung Huh, Juan Azcarreta Ortiz, Anurag Kumar, Ashutosh Pandey, Ali Aroudi, Daniel D. E. Wong, Francesco Nesta, Buye Xu, Jacob Donley:
Advancing Active Speaker Detection for Egocentric Videos. ICASSP 2025: 1-5 - [c24]Ashutosh Pandey, Juan Azcarreta:
Ultra low-compute complex spectral masking for multichannel speech enhancement. ICASSP 2025: 1-5 - [c23]Haibin Wu, Ali Aroudi, Buye Xu, Ashutosh Pandey, Francesco Nesta, Anurag Kumar, Alexander Reich, Ke Tan:
Reexamining the Efficacy of MetricGAN for Speech Enhancement. ICASSP 2025: 1-5 - [i18]Yuan-Kuei Wu, Juan Azcarreta, Kashyap Patel, Buye Xu, Jung-Suk Lee, Sanha Lee, Ashutosh Pandey:
A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control. CoRR abs/2505.15914 (2025) - [i17]Eric Grinstein, Ashutosh Pandey, Cole Li, Shanmukha Srinivas, Juan Azcarreta, Jacob Donley, Sanha Lee, Ali Aroudi, Cagdas Bilen:
Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network. CoRR abs/2507.13863 (2025) - [i16]Heitor R. Guimarães, Ke Tan, Juan Azcarreta, Jesus Alvarez, Prabhav Agrawal, Ashutosh Pandey, Buye Xu:
Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement. CoRR abs/2508.14709 (2025) - 2024
- [c22]Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Leveraging Sound Localization to Improve Continuous Speaker Separation. ICASSP 2024: 621-625 - [c21]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: 12181-12185 - [c20]Ashutosh Pandey, Buye Xu:
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. ICASSP 2024: 12206-12210 - [c19]Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu:
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. INTERSPEECH 2024 - [c18]Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu:
All Neural Low-latency Directional Speech Extraction. INTERSPEECH 2024 - [c17]Hassan Taherian, Vahid Ahmadi Kalkhorani, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Towards Explainable Monaural Speaker Separation with Auditory-based Training. INTERSPEECH 2024 - [c16]Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta:
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses. INTERSPEECH 2024 - [i15]Ashutosh Pandey, Buye Xu:
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. CoRR abs/2401.07879 (2024) - [i14]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 abs/2401.07882 (2024) - [i13]Yufeng Yang, Ashutosh Pandey, DeLiang Wang:
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR. CoRR abs/2403.06387 (2024) - [i12]Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu:
All Neural Low-latency Directional Speech Extraction. CoRR abs/2407.04879 (2024) - [i11]Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta:
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses. CoRR abs/2408.06468 (2024) - [i10]Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu:
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. CoRR abs/2408.12425 (2024) - [i9]Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu:
Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. CoRR abs/2411.02019 (2024) - 2023
- [j6]Hao Zhang, Ashutosh Pandey, DeLiang Wang:
Low-Latency Active Noise Control Using Attentive Recurrent Network. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1114-1123 (2023) - [j5]Ashutosh Pandey, DeLiang Wang:
Attentive Training: A New Training Framework for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1360-1370 (2023) - [c15]Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Multi-input Multi-output Complex Spectral Mapping for Speaker Separation. INTERSPEECH 2023: 1070-1074 - [c14]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: 2478-2482 - [c13]Yufeng Yang, Ashutosh Pandey, DeLiang Wang:
Time-Domain Speech Enhancement for Robust Automatic Speech Recognition. INTERSPEECH 2023: 4913-4917 - 2022
- [j4]Ashutosh Pandey, DeLiang Wang:
Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1374-1385 (2022) - [c12]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: 6497-6501 - [c11]Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang:
Multichannel Speech Enhancement Without Beamforming. ICASSP 2022: 6502-6506 - [c10]Ashutosh Pandey, DeLiang Wang:
Attentive Training: A New Training Framework for Talker-independent Speaker Extraction. INTERSPEECH 2022: 201-205 - [c9]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: 729-733 - [c8]Hao Zhang, Ashutosh Pandey, DeLiang Wang:
Attentive Recurrent Network for Low-Latency Active Noise Control. INTERSPEECH 2022: 956-960 - 2021
- [j3]Ashutosh Pandey, DeLiang Wang:
Dense CNN With Self-Attention for Time-Domain Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1270-1279 (2021) - [c7]Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf:
Dual Application of Speech Enhancement for Automatic Speech Recognition. SLT 2021: 223-228 - [i8]Ashutosh Pandey, DeLiang Wang:
Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization. CoRR abs/2105.12831 (2021) - [i7]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 abs/2110.10757 (2021) - [i6]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 abs/2110.11844 (2021) - [i5]Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang:
Multichannel Speech Enhancement without Beamforming. CoRR abs/2110.13130 (2021) - 2020
- [j2]Ashutosh Pandey, DeLiang Wang:
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2489-2499 (2020) - [c6]Ashutosh Pandey, DeLiang Wang:
Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain. ICASSP 2020: 6629-6633 - [c5]Ashutosh Pandey, DeLiang Wang:
Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization. INTERSPEECH 2020: 4511-4515 - [i4]Ashutosh Pandey, DeLiang Wang:
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement. CoRR abs/2002.04027 (2020) - [i3]Ashutosh Pandey, DeLiang Wang:
Dense CNN with Self-Attention for Time-Domain Speech Enhancement. CoRR abs/2009.01941 (2020) - [i2]Ashutosh Pandey, DeLiang Wang:
Dual-path Self-Attention RNN for Real-Time Speech Enhancement. CoRR abs/2010.12713 (2020) - [i1]Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf:
Dual Application of Speech Enhancement for Automatic Speech Recognition. CoRR abs/2011.03840 (2020)
2010 – 2019
- 2019
- [j1]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): 1179-1188 (2019) - [c4]Ashutosh Pandey, DeLiang Wang:
TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain. ICASSP 2019: 6875-6879 - [c3]Ashutosh Pandey, DeLiang Wang:
Exploring Deep Complex Networks for Complex Spectrogram Enhancement. ICASSP 2019: 6885-6889 - 2018
- [c2]Ashutosh Pandey, DeLiang Wang:
On Adversarial Training and Loss Functions for Speech Enhancement. ICASSP 2018: 5414-5418 - [c1]Ashutosh Pandey, DeLiang Wang:
A New Framework for Supervised Speech Enhancement in the Time Domain. INTERSPEECH 2018: 1136-1140
Coauthor Index
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