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Journal Articles
- 2022
[j3]Efthymios Tzinis
, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar:
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing. IEEE J. Sel. Top. Signal Process. 16(6): 1329-1341 (2022)- 2021
- [j2]Ke Tan, Buye Xu, Anurag Kumar, Eliya Nachmani, Yossi Adi:
SAGRNN: Self-Attentive Gated RNN For Binaural Speaker Separation With Interaural Cue Preservation. IEEE Signal Process. Lett. 28: 26-30 (2021) - 2020
- [j1]Yan Zhao, DeLiang Wang, Buye Xu, Tao Zhang:
Monaural Speech Dereverberation Using Temporal Convolutional Networks With Self Attention. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1598-1607 (2020)
Conference and Workshop Papers
- 2024
- [c26]Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Leveraging Sound Localization to Improve Continuous Speaker Separation. ICASSP 2024: 621-625 - [c25]Ravi Shankar, Ke Tan, Buye Xu, Anurag Kumar:
A Closer Look at Wav2vec2 Embeddings for On-Device Single-Channel Speech Enhancement. ICASSP 2024: 751-755 - [c24]Vahid Ahmadi Kalkhorani, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang:
Audiovisual Speaker Separation with Full- and Sub-Band Modeling in the Time-Frequency Domain. ICASSP 2024: 12001-12005 - [c23]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 - [c22]Ashutosh Pandey, Buye Xu:
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. ICASSP 2024: 12206-12210 - 2023
- [c21]Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu:
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-Channel Speech Enhancement. ICASSP 2023: 1-5 - [c20]Anurag Kumar, Ke Tan, Zhaoheng Ni, Pranay Manocha, Xiaohui Zhang, Ethan Henderson, Buye Xu:
Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio. ICASSP 2023: 1-5 - [c19]Rodrigo Mira, Buye Xu, Jacob Donley, Anurag Kumar, Stavros Petridis, Vamsi Krishna Ithapu, Maja Pantic:
LA-VOCE: LOW-SNR Audio-Visual Speech Enhancement Using Neural Vocoders. ICASSP 2023: 1-5 - [c18]Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang:
Multi-input Multi-output Complex Spectral Mapping for Speaker Separation. INTERSPEECH 2023: 1070-1074 - [c17]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 - [c16]Vahid Ahmadi Kalkhorani, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang:
Time-domain Transformer-based Audiovisual Speaker Separation. INTERSPEECH 2023: 3472-3476 - [c15]Haibin Wu, Ke Tan, Buye Xu, Anurag Kumar, Daniel Wong:
Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement. INTERSPEECH 2023: 3889-3893 - 2022
- [c14]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 - [c13]Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang:
Multichannel Speech Enhancement Without Beamforming. ICASSP 2022: 6502-6506 - [c12]Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar:
Continual Self-Training With Bootstrapped Remixing For Speech Enhancement. ICASSP 2022: 6947-6951 - [c11]Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel Dejene Gebru, Vamsi Krishna Ithapu, Paul Calamia:
SAQAM: Spatial Audio Quality Assessment Metric. INTERSPEECH 2022: 649-653 - [c10]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 - 2021
- [c9]Yangyang Xia, Buye Xu, Anurag Kumar:
Incorporating Real-World Noisy Speech in Neural-Network-Based Speech Enhancement Systems. ASRU 2021: 564-570 - [c8]Pranay Manocha, Buye Xu, Anurag Kumar:
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References. NeurIPS 2021: 22363-22378 - [c7]Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia:
DPLM: A Deep Perceptual Spatial-Audio Localization Metric. WASPAA 2021: 6-10 - 2018
- [c6]Yan Zhao, Buye Xu, Ritwik Giri, Tao Zhang:
Perceptually Guided Speech Enhancement Using Deep Neural Networks. ICASSP 2018: 5074-5078 - [c5]Yan Zhao, DeLiang Wang, Buye Xu, Tao Zhang:
Late Reverberation Suppression Using Recurrent Neural Networks with Long Short-Term Memory. ICASSP 2018: 5434-5438 - 2015
- [c4]William S. Woods, Elior Hadad, Ivo Merks, Buye Xu, Sharon Gannot, Tao Zhang:
A real-world recording database for ad hoc microphone arrays. WASPAA 2015: 1-5 - 2014
- [c3]Ivo Merks, Buye Xu, Tao Zhang:
Design of a high order binaural microphone array for hearing aids using a rigid spherical model. ICASSP 2014: 3650-3654 - 2013
- [c2]Eric A. Durant, Jinjun Xiao, Buye Xu, Martin F. McKinney, Tao Zhang:
Perceptually motivated ANC for hearing-impaired listeners. WASPAA 2013: 1-4 - 2012
- [c1]Srikanth Vishnubhotla, Jinjun Xiao, Buye Xu, Martin F. McKinney, Tao Zhang:
Annoyance perception and modeling for hearing-impaired listeners. ICASSP 2012: 161-164
Informal and Other Publications
- 2024
- [i23]Ashutosh Pandey, Buye Xu:
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. CoRR abs/2401.07879 (2024) - [i22]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) - [i21]Ravi Shankar, Ke Tan, Buye Xu, Anurag Kumar:
A Closer Look at Wav2Vec2 Embeddings for On-Device Single-Channel Speech Enhancement. CoRR abs/2403.01369 (2024) - [i20]Vahid Ahmadi Kalkhorani, Cheng Yu, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang:
AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling. CoRR abs/2406.11619 (2024) - [i19]Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu:
All Neural Low-latency Directional Speech Extraction. CoRR abs/2407.04879 (2024) - [i18]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) - [i17]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) - 2023
- [i16]Haibin Wu, Ke Tan, Buye Xu, Anurag Kumar, Daniel Wong:
Rethinking complex-valued deep neural networks for monaural speech enhancement. CoRR abs/2301.04320 (2023) - 2022
- [i15]Efthymios Tzinis, Yossi Adi, Vamsi Krishna Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar:
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing. CoRR abs/2202.08862 (2022) - [i14]Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia:
SAQAM: Spatial Audio Quality Assessment Metric. CoRR abs/2206.12297 (2022) - [i13]Tong Xiao, Buye Xu, Chuming Zhao:
Spatially Selective Active Noise Control Systems. CoRR abs/2208.09997 (2022) - [i12]Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu:
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement. CoRR abs/2211.08624 (2022) - [i11]Rodrigo Mira, Buye Xu, Jacob Donley, Anurag Kumar, Stavros Petridis, Vamsi Krishna Ithapu, Maja Pantic:
LA-VocE: Low-SNR Audio-visual Speech Enhancement using Neural Vocoders. CoRR abs/2211.10999 (2022) - 2021
- [i10]Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia:
DPLM: A Deep Perceptual Spatial-Audio Localization Metric. CoRR abs/2105.14180 (2021) - [i9]Ori Kabeli, Yossi Adi, Zhenyu Tang, Buye Xu, Anurag Kumar:
Online Self-Attentive Gated RNNs for Real-Time Speaker Separation. CoRR abs/2106.13493 (2021) - [i8]Yangyang Xia, Buye Xu, Anurag Kumar:
Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems. CoRR abs/2109.05172 (2021) - [i7]Pranay Manocha, Buye Xu, Anurag Kumar:
NORESQA - A Framework for Speech Quality Assessment using Non-Matching References. CoRR abs/2109.08125 (2021) - [i6]Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar:
Continual self-training with bootstrapped remixing for speech enhancement. CoRR abs/2110.10103 (2021) - [i5]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) - [i4]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) - [i3]Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang:
Multichannel Speech Enhancement without Beamforming. CoRR abs/2110.13130 (2021) - [i2]Jonah Casebeer, Jacob Donley, Daniel Wong, Buye Xu, Anurag Kumar:
NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers. CoRR abs/2112.04613 (2021) - 2020
- [i1]Ke Tan, Buye Xu, Anurag Kumar, Eliya Nachmani, Yossi Adi:
SAGRNN: Self-Attentive Gated RNN for Binaural Speaker Separation with Interaural Cue Preservation. CoRR abs/2009.01381 (2020)
Coauthor Index
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