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Efficient Speech Representation Learning with Low-Bit Quantization


Dec 14, 2022
Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Abdelrahman Mohamed

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* 7 pages 

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Continual Learning for On-Device Speech Recognition using Disentangled Conformers


Dec 13, 2022
Anuj Diwan, Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Eunsol Choi, David Harwath, Abdelrahman Mohamed

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* 8 pages, 2 figures. Submitted to ICASSP 2023 

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SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning


Oct 16, 2022
Tzu-hsun Feng, Annie Dong, Ching-Feng Yeh, Shu-wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee

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* Accepted by 2022 SLT Workshop 

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TorchAudio: Building Blocks for Audio and Speech Processing


Oct 28, 2021
Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, Yangyang Shi

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* Submitted to ICASSP 2022 

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Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency


Apr 05, 2021
Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

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* 5 pages, 2 figures, submitted Interspeech 2021 

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Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding


Apr 05, 2021
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

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* submitted to Interspeech 2021 

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Alignment Restricted Streaming Recurrent Neural Network Transducer


Nov 05, 2020
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer

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* Accepted for presentation at IEEE Spoken Language Technology Workshop (SLT) 2021 

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Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition


Nov 03, 2020
Ching-Feng Yeh, Yongqiang Wang, Yangyang Shi, Chunyang Wu, Frank Zhang, Julian Chan, Michael L. Seltzer

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* IEEE Spoken Language Technology Workshop 2021 

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Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications


Oct 29, 2020
Yongqiang Wang, Yangyang Shi, Frank Zhang, Chunyang Wu, Julian Chan, Ching-Feng Yeh, Alex Xiao

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* submitted to ICASSP2021 

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