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MLS: A Large-Scale Multilingual Dataset for Speech Research

7 December 2020

Papers citing "MLS: A Large-Scale Multilingual Dataset for Speech Research"

39 / 39 papers shown

Title
TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation Wiebke Hutiri Mircea Cimpoi M. Scheuerman Victoria Matthews Alice Xiang 155 0 0 23 May 2025
Speechless: Speech Instruction Training Without Speech for Low Resource Languages Alan Dao Dinh Bach Vu Huy Hoang Ha Tuan Le Duc Anh Shreyas Gopal Yue Heng Yeo Warren Keng Hoong Low Eng Siong Chng J. Yip SyDa 77 1 0 23 May 2025
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 421 1 0 07 May 2025
SoCov: Semi-Orthogonal Parametric Pooling of Covariance Matrix for Speaker Recognition Rongjin Li Weibin Zhang Dongpeng Chen Jintao Kang Xiaofen Xing 115 0 0 23 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey Rupak Vignesh Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 444 2 0 12 Apr 2025
Universal Speech Token Learning via Low-Bitrate Neural Codec and Pretrained Representations Xue Jiang Xiulian Peng Yuan Zhang Yan Lu SSL 144 1 0 15 Mar 2025
Nexus: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision Che Liu Yingji Zhang D. Zhang Weijie Zhang Chenggong Gong ... André Freitas Qifan Wang Z. Xu Rongjuncheng Zhang Yong Dai AuLLM 234 2 0 26 Feb 2025
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities Xiangyu Lu Wang Xu Haoyu Wang Hongyun Zhou Haiyan Zhao Conghui Zhu Tiejun Zhao M. Yang Mamba AuLLM 127 0 0 16 Feb 2025
Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance Shehzeen Samarah Hussain Paarth Neekhara Xuesong Yang Edresson Casanova Subhankar Ghosh Mikyas T. Desta Roy Fejgin Rafael Valle Jason Chun Lok Li 136 5 0 07 Feb 2025
A Survey on Spoken Italian Datasets and Corpora Marco Giordano Claudia Rinaldi 95 0 0 11 Jan 2025
ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training Xinfa Zhu Lei He Yujia Xiao Xi Wang Xu Tan Sheng Zhao Lei Xie DiffM 96 2 0 08 Jan 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai Ran Xu Han Wang Caiming Xiong Siyang Song DiffM 145 0 0 03 Jan 2025
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback Guan-Ting Lin Prashanth Gurunath Shivakumar Aditya Gourav Yile Gu Ankur Gandhe Hung-yi Lee I. Bulyko 118 9 0 04 Nov 2024
OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation Qinglin Zhang Luyao Cheng Chong Deng Qian Chen Wen Wang ... Jiaqing Liu Hai Yu Chaohong Tan Zhihao Du Shiliang Zhang SyDa BDL AuLLM VLM 136 20 0 23 Oct 2024
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning Yifan Peng Krishna Puvvada Zhehuai Chen Piotr .Zelasko He Huang Kunal Dhawan Ke Hu Shinji Watanabe Jagadeesh Balam Boris Ginsburg 152 5 0 23 Oct 2024
Ichigo: Mixed-Modal Early-Fusion Realtime Voice Assistant Alan Dao Dinh Bach Vu Huy Hoang Ha AuLLM VLM 135 5 0 20 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 186 25 0 01 Oct 2024
SSR: Alignment-Aware Modality Connector for Speech Language Models Weiting Tan Hirofumi Inaguma Ning Dong Paden Tomasello Xutai Ma 126 6 0 30 Sep 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 127 5 0 23 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 147 4 0 18 Sep 2024
Improving Robustness of Diffusion-Based Zero-Shot Speech Synthesis via Stable Formant Generation C. Han Seokgi Lee Gyuhyeon Nam Gyeongsu Chae DiffM 464 0 0 14 Sep 2024
The Faetar Benchmark: Speech Recognition in a Very Under-Resourced Language Michael Ong Sean Robertson Leo Peckham Alba Jorquera Jimenez de Aberasturi Paula Arkhangorodsky Robin Huo Aman Sakhardande Mark Hallap Naomi Nagy Ewan Dunbar CVBM 164 0 0 12 Sep 2024
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement Yifan Yang Zheshu Song Jianheng Zhuo Mingyu Cui Jinpeng Li ... Shuai Fan Kai Yu Wei Zhang Guoguo Chen Xie Chen 126 12 0 17 Jun 2024
MAD Speech: Measures of Acoustic Diversity of Speech Matthieu Futeral A. Agostinelli Marco Tagliasacchi Neil Zeghidour Eugene Kharitonov 130 1 0 16 Apr 2024
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Jiatong Shi Dan Berrebbi William Chen Ho-Lam Chung En-Pei Hu ... Xuankai Chang Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Shinji Watanabe ELM 126 70 0 18 May 2023
Rethinking Evaluation in ASR: Are Our Models Robust Enough? Tatiana Likhomanenko Qiantong Xu Vineel Pratap Paden Tomasello Jacob Kahn Gilad Avidov R. Collobert Gabriel Synnaeve 147 99 0 22 Oct 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 240 39 0 27 Jan 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 80 674 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 102 1,622 0 13 Dec 2019
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 119 248 0 19 Nov 2019
Reducing Transformer Depth on Demand with Structured Dropout Angela Fan Edouard Grave Armand Joulin 128 597 0 25 Sep 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 190 3,472 0 18 Apr 2019
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech Heiga Zen Viet Dang R. Clark Yu Zhang Ron J. Weiss Ye Jia Zhiwen Chen Yonghui Wu 111 959 0 05 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 76 97 0 04 Apr 2019
wav2letter++: The Fastest Open-source Speech Recognition System Vineel Pratap Awni Y. Hannun Qiantong Xu Jeff Cai Jacob Kahn Gabriel Synnaeve Vitaliy Liptchinsky R. Collobert VLM 54 157 0 18 Dec 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 232 1,173 0 29 Apr 2018
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 65 72 0 22 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 840 132,854 0 12 Jun 2017
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 81 283 0 11 Sep 2016