Title
EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion Advait Joglekar Divyanshu Singh Rooshil Rohit Bhatia S. Umesh 78 0 0 22 May 2025
Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models Li-Wei Chen Takuya Higuchi He Bai Ahmed Hussen Abdelaziz Alexander Rudnicky Shinji Watanabe Tatiana Likhomanenko B. Theobald Zakaria Aldeneh 100 0 0 16 Sep 2024
YODAS: Youtube-Oriented Dataset for Audio and Speech Xinjian Li Shinnosuke Takamichi Takaaki Saeki William Chen Sayaka Shiota Shinji Watanabe 121 27 0 02 Jun 2024
LLM360: Towards Fully Transparent Open-Source LLMs Zhengzhong Liu Aurick Qiao Willie Neiswanger Hongyi Wang Bowen Tan ... Zhiting Hu Mark Schulze Preslav Nakov Timothy Baldwin Eric Xing 119 78 0 11 Dec 2023
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond Jiatong Shi William Chen Dan Berrebbi Hsiu-Hsuan Wang Wei-Ping Huang ... Yuxun Tang Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Shinji Watanabe LRM ELM 120 16 0 09 Oct 2023
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction Jiatong Shi Hirofumi Inaguma Xutai Ma Ilia Kulikov Anna Y. Sun 101 27 0 04 Oct 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 85 18 0 18 May 2023
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning Alexander H. Liu Heng-Jui Chang Michael Auli Wei-Ning Hsu James R. Glass 65 26 0 17 May 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 215 3,750 0 06 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 414 2,393 0 09 Nov 2022
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning Qiu-shi Zhu Long Zhou Jie Zhang Shujie Liu Yu-Chen Hu Lirong Dai VLM SSL 95 37 0 27 Oct 2022
Improving generalizability of distilled self-supervised speech processing models under distorted settings Kuan-Po Huang Yu-Kuan Fu Tsung-Yuan Hsu Fabian Ritter-Gutierrez Fan Wang Liang-Hsuan Tseng Yu Zhang Hung-yi Lee 70 14 0 14 Oct 2022
E-Branchformer: Branchformer with Enhanced merging for speech recognition Kwangyoun Kim Felix Wu Yifan Peng Jing Pan Prashant Sridhar Kyu Jeong Han Shinji Watanabe 138 117 0 30 Sep 2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio Xinjian Li Florian Metze David R. Mortensen A. Black Shinji Watanabe 51 28 0 06 Sep 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 85 150 0 06 Jul 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 147 329 0 25 May 2022
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset Zehui Yang Yifan Chen Lei Luo Runyan Yang Lingxuan Ye ... Yaohui Jin Qingqing Zhang Pengyuan Zhang Lei Xie Yonghong Yan 60 51 0 31 Mar 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 109 859 0 07 Feb 2022
Self-supervised Learning with Random-projection Quantizer for Speech Recognition Chung-Cheng Chiu James Qin Yu Zhang Jiahui Yu Yonghui Wu SSL 103 169 0 03 Feb 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 110 708 0 17 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 267 1,905 0 26 Oct 2021
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition Xuankai Chang Takashi Maekaku Pengcheng Guo Jing Shi Yen-Ju Lu ... Tianzi Wang Shu-Wen Yang Yu Tsao Hung-yi Lee Shinji Watanabe SSL AI4TS 65 81 0 09 Oct 2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition Binbin Zhang Hang Lv Pengcheng Guo Qijie Shao Chao Yang ... Hui Bu Xiaoyu Chen Chenchen Zeng Di Wu Zhendong Peng 99 231 0 07 Oct 2021
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training Yu-An Chung Yu Zhang Wei Han Chung-Cheng Chiu James Qin Ruoming Pang Yonghui Wu SSL VLM 59 429 0 07 Aug 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 184 3,003 0 14 Jun 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Guoguo Chen Shuzhou Chai Guan-Bo Wang Jiayu Du Weiqiang Zhang ... Xuchen Yao Yongqing Wang Yujun Wang Zhao You Zhiyong Yan 116 385 0 13 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 98 768 0 08 Jun 2021
Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions Jumon Nozaki Tatsuya Komatsu 68 75 0 06 Apr 2021
The Multilingual TEDx Corpus for Speech Recognition and Translation Elizabeth Salesky Sanjeev Khudanpur Jacob Bremerman R. Cattoni Matteo Negri Marco Turchi Douglas W. Oard Matt Post 69 126 0 02 Feb 2021
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 127 164 0 06 Jan 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 108 495 0 02 Jan 2021
MLS: A Large-Scale Multilingual Dataset for Speech Research Vineel Pratap Qiantong Xu Anuroop Sriram Gabriel Synnaeve R. Collobert AuLLM 104 512 0 07 Dec 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 179 1,952 0 12 Oct 2020
fairseq S2T: Fast Speech-to-Text Modeling with fairseq Changhan Wang Yun Tang Xutai Ma Anne Wu Sravya Popuri Dmytro Okhonko J. Pino VLM LRM 84 274 0 11 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 301 5,849 0 20 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,160 0 16 May 2020
Libri-Light: A Benchmark for ASR with Limited or No Supervision Jacob Kahn M. Rivière Weiyi Zheng Evgeny Kharitonov Qiantong Xu ... Tatiana Likhomanenko Gabriel Synnaeve Armand Joulin Abdel-rahman Mohamed Emmanuel Dupoux AuLLM 77 674 0 17 Dec 2019
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 93 1,620 0 13 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,593 0 05 Nov 2019
MOSNet: Deep Learning based Objective Assessment for Voice Conversion Chen-Chou Lo Szu-Wei Fu Wen-Chin Huang Xin Wang Junichi Yamagishi Yu Tsao H. Wang 61 275 0 17 Apr 2019
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 120 1,514 0 30 Mar 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014