| Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Y Peng, S Dalmia, I Lane, S Watanabe International Conference on Machine Learning, 17627-17643, 2022 | 189 | 2022 |
| E-Branchformer: Branchformer with Enhanced merging for speech recognition K Kim, F Wu, Y Peng, J Pan, P Sridhar, KJ Han, S Watanabe 2022 IEEE Spoken Language Technology Workshop (SLT), 84-91, 2023 | 122 | 2023 |
| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet S Arora, S Dalmia, P Denisov, X Chang, Y Ueda, Y Peng, Y Zhang, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 81 | 2022 |
| VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks S Maiti, Y Peng, S Choi, J Jung, X Chang, S Watanabe ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 59 | 2024 |
| Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data Y Peng, J Tian, B Yan, D Berrebbi, X Chang, X Li, J Shi, S Arora, W Chen, ... 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 50 | 2023 |
| Improving Massively Multilingual ASR with Auxiliary CTC Objectives W Chen, B Yan, J Shi, Y Peng, S Maiti, S Watanabe ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 48 | 2023 |
| Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding Y Peng, K Kim, F Wu, P Sridhar, S Watanabe ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 43 | 2023 |
| DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models Y Peng, Y Sudo, S Muhammad, S Watanabe Proc. Interspeech 2023, 2023 | 43 | 2023 |
| OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Y Peng, J Tian, W Chen, S Arora, B Yan, Y Sudo, M Shakeel, K Choi, ... Proc. Interspeech 2024, 352-356, 2024 | 42 | 2024 |
| Dynamic-superb: Towards a dynamic, collaborative, and comprehensive instruction-tuning benchmark for speech C Huang, KH Lu, SH Wang, CY Hsiao, CY Kuan, H Wu, S Arora, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 40 | 2024 |
| SpeechLMScore: Evaluating speech generation using speech language model S Maiti, Y Peng, T Saeki, S Watanabe ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 36 | 2023 |
| Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute W Chen, X Chang, Y Peng, Z Ni, S Maiti, S Watanabe Proc. Interspeech 2023, 2023 | 28 | 2023 |
| A study on the integration of pre-trained ssl, asr, LM and SLU models for spoken language understanding Y Peng, S Arora, Y Higuchi, Y Ueda, S Kumar, K Ganesan, S Dalmia, ... 2022 IEEE Spoken Language Technology Workshop (SLT), 406-413, 2023 | 26 | 2023 |
| Anomaly Detection of Calcifications in Mammography Based on 11,000 Negative Cases R Hou, Y Peng, LJ Grimm, Y Ren, MA Mazurowski, JR Marks, LM King, ... IEEE Transactions on Biomedical Engineering 69 (5), 1639-1650, 2021 | 21 | 2021 |
| A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Y Peng, K Kim, F Wu, B Yan, S Arora, W Chen, J Tang, S Shon, P Sridhar, ... Proc. Interspeech 2023, 2023 | 19 | 2023 |
| OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification Y Peng, Y Sudo, M Shakeel, S Watanabe Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 18 | 2024 |
| UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions S Arora, H Futami, J Jung, Y Peng, R Sharma, Y Kashiwagi, E Tsunoo, ... Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 17* | 2024 |
| ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit B Yan, J Shi, Y Tang, H Inaguma, Y Peng, S Dalmia, P Polák, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 14 | 2023 |
| Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning W Chen, J Shi, B Yan, D Berrebbi, W Zhang, Y Peng, X Chang, S Maiti, ... 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 12 | 2023 |
| I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Y Peng, J Lee, S Watanabe ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 12 | 2023 |
Shinji WatanabeCarnegie Mellon UniversityVerified email at cmu.edu
