Ke Tan

46 papers A 8C 1Misc 13Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment.
Trans. Mach. Learn. Res.
Joanna Hong, Sanjeel Parekh, Honglie Chen, Jacob Donley, Ke Tan, Buye Xu, Anurag Kumar
2025 J jnl
AV-CrossNet: An Audiovisual Complex Spectral Mapping Network for Speech Separation by Leveraging Narrow- and Cross-Band Modeling.
IEEE J. Sel. Top. Signal Process.
Vahid Ahmadi Kalkhorani, Cheng Yu, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang
2025 J jnl
Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment.
CoRR
Joanna Hong, Sanjeel Parekh, Honglie Chen, Jacob Donley, Ke Tan, Buye Xu, Anurag Kumar
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
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
2024 J jnl
A Closer Look at Wav2Vec2 Embeddings for On-Device Single-Channel Speech Enhancement.
CoRR
Ravi Shankar, Ke Tan, Buye Xu, Anurag Kumar
2024 Misc conf
A Closer Look at Wav2vec2 Embeddings for On-Device Single-Channel Speech Enhancement.
ICASSP
Ravi Shankar, Ke Tan, Buye Xu, Anurag Kumar
2024 J jnl
AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling.
CoRR
Vahid Ahmadi Kalkhorani, Cheng Yu, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang
2024 Misc conf
Audiovisual Speaker Separation with Full- and Sub-Band Modeling in the Time-Frequency Domain.
ICASSP
Vahid Ahmadi Kalkhorani, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang
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
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 Misc conf
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-Channel Speech Enhancement.
ICASSP
Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu
2023 A conf
Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement.
INTERSPEECH
Haibin Wu, Ke Tan, Buye Xu, Anurag Kumar, Daniel Wong
2023 J jnl
Rethinking complex-valued deep neural networks for monaural speech enhancement.
CoRR
Haibin Wu, Ke Tan, Buye Xu, Anurag Kumar, Daniel Wong
2023 A conf
Time-domain Transformer-based Audiovisual Speaker Separation.
INTERSPEECH
Vahid Ahmadi Kalkhorani, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang
2023 Misc conf
Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio.
ICASSP
Anurag Kumar, Ke Tan, Zhaoheng Ni, Pranay Manocha, Xiaohui Zhang, Ethan Henderson, Buye Xu
2022 J jnl
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement.
CoRR
Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu
2022 Misc conf
Location-Based Training for Multi-Channel Talker-Independent Speaker Separation.
ICASSP
Hassan Taherian, Ke Tan, DeLiang Wang
2022 J jnl
Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training.
IEEE ACM Trans. Audio Speech Lang. Process.
Hassan Taherian, Ke Tan, DeLiang Wang
2022 J jnl
Neural Spectrospatial Filtering.
IEEE ACM Trans. Audio Speech Lang. Process.
Ke Tan, Zhong-Qiu Wang, DeLiang Wang
2021 Misc conf
Compressing Deep Neural Networks for Efficient Speech Enhancement.
ICASSP
Ke Tan, DeLiang Wang
2021 J jnl
Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones.
IEEE ACM Trans. Audio Speech Lang. Process.
Ke Tan, Xueliang Zhang, DeLiang Wang
2021 J jnl
Location-based training for multi-channel talker-independent speaker separation.
CoRR
Hassan Taherian, Ke Tan, DeLiang Wang
2021 Misc conf
Real-Time Speech Enhancement for Mobile Communication Based on Dual-Channel Complex Spectral Mapping.
ICASSP
Ke Tan, Xueliang Zhang, DeLiang Wang
2021 J jnl
SAGRNN: Self-Attentive Gated RNN For Binaural Speaker Separation With Interaural Cue Preservation.
IEEE Signal Process. Lett.
Ke Tan, Buye Xu, Anurag Kumar, Eliya Nachmani, Yossi Adi
2021 J jnl
Towards Model Compression for Deep Learning Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ke Tan, DeLiang Wang
2020 J jnl
Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network.
IEEE J. Sel. Top. Signal Process.
Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2020 J jnl
Bridging the Gap Between Monaural Speech Enhancement and Recognition With Distortion-Independent Acoustic Modeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Peidong Wang, Ke Tan, DeLiang Wang
2020 Misc conf
Improving Robustness of Deep Learning Based Monaural Speech Enhancement Against Processing Artifacts.
ICASSP
Ke Tan, DeLiang Wang
2020 J jnl
Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ke Tan, DeLiang Wang
2020 J jnl
SAGRNN: Self-Attentive Gated RNN for Binaural Speaker Separation with Interaural Cue Preservation.
CoRR
Ke Tan, Buye Xu, Anurag Kumar, Eliya Nachmani, Yossi Adi
2019 J jnl
Audio-Visual Speech Separation and Dereverberation with a Two-Stage Multimodal Network.
CoRR
Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2019 A conf
Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling.
INTERSPEECH
Peidong Wang, Ke Tan, DeLiang Wang
2019 J jnl
Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling.
CoRR
Peidong Wang, Ke Tan, DeLiang Wang
2019 Misc conf
Complex Spectral Mapping with a Convolutional Recurrent Network for Monaural Speech Enhancement.
ICASSP
Ke Tan, DeLiang Wang
2019 Misc conf
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective.
ICASSP
Zhong-Qiu Wang, Ke Tan, DeLiang Wang
2019 A conf
Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions.
INTERSPEECH
Hao Zhang, Ke Tan, DeLiang Wang
2019 J jnl
Gated Residual Networks With Dilated Convolutions for Monaural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Ke Tan, Jitong Chen, DeLiang Wang
2019 Misc conf
Real-time Speech Enhancement Using an Efficient Convolutional Recurrent Network for Dual-microphone Mobile Phones in Close-talk Scenarios.
ICASSP
Ke Tan, Xueliang Zhang, DeLiang Wang
2018 A conf
A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement.
INTERSPEECH
Ke Tan, DeLiang Wang
2018 A conf
A Two-Stage Approach to Noisy Cochannel Speech Separation with Gated Residual Networks.
INTERSPEECH
Ke Tan, DeLiang Wang
2018 J jnl
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective.
CoRR
Zhong-Qiu Wang, Ke Tan, DeLiang Wang
2018 Misc conf
Gated Residual Networks with Dilated Convolutions for Supervised Speech Separation.
ICASSP
Ke Tan, Jitong Chen, DeLiang Wang
2015 — conf
MICROST: A mixed approach for heart rate monitoring during intensive physical exercise using wrist-type PPG Signals.
EMBC
Shilin Zhu, Ke Tan, Xinyu Zhang, Zhiqiang Liu, Bin Liu