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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"

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Title
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning Giuseppe Attanasio Sonal Sannigrahi Ben Peters André F. T. Martins AuLLM 18 0 0 20 Jun 2025
Weight Factorization and Centralization for Continual Learning in Speech Recognition Enes Yavuz Ugan Ngoc-Quan Pham Alexander Waibel CLL MoMe 6 0 0 19 Jun 2025
Factorized RVQ-GAN For Disentangled Speech Tokenization Sameer Khurana Dominik Klement Antoine Laurent Dominik Bobos Juraj Novosad ... Ryo Aihara Chiori Hori François Germain Gordon Wichern Jonathan Le Roux 12 0 0 18 Jun 2025
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025 Yizhou Peng Bin Wang Yi-Wen Chao Ziyang Ma Haoyang Zhang Hexin Liu Xie Chen Eng Siong Chng ELM 10 0 0 16 Jun 2025
Can we reconstruct a dysarthric voice with the large speech model Parler TTS? Ariadna Sanchez Simon King 11 0 0 04 Jun 2025
The mutual exclusivity bias of bilingual visually grounded speech models Dan Oneaţă Leanne Nortje Yevgen Matusevych Herman Kamper 39 0 0 04 Jun 2025
Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data Emmy Postma Cristian Tejedor-Garcia 17 0 0 02 Jun 2025
Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching Jialong Zuo Shengpeng Ji Minghui Fang Mingze Li Ziyue Jiang Xize Cheng Xiaoda Yang Chen Feiyang Xinyu Duan Zhou Zhao 29 0 0 01 Jun 2025
GigaAM: Efficient Self-Supervised Learner for Speech Recognition Aleksandr Kutsakov Alexandr Maximenko Georgii Gospodinov Pavel Bogomolov Fyodor Minkin 23 0 0 01 Jun 2025
What do self-supervised speech models know about Dutch? Analyzing advantages of language-specific pre-training Marianne de Heer Kloots Hosein Mohebbi Charlotte Pouw Gaofei Shen Willem H. Zuidema Martijn Bentum SSL 47 0 0 01 Jun 2025
Spoken question answering for visual queries Nimrod Shabtay Zvi Kons Avihu Dekel Hagai Aronowitz R. Hoory Assaf Arbelle 52 0 0 29 May 2025
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence Marco Gaido Sara Papi L. Bentivogli Alessio Brutti Mauro Cettolo R. Gretter M. Matassoni Mohamed Nabih Matteo Negri 24 0 0 29 May 2025
ZIPA: A family of efficient models for multilingual phone recognition Jian Zhu Farhan Samir Eleanor Chodroff David R. Mortensen 33 0 0 29 May 2025
FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian Sara Papi Marco Gaido L. Bentivogli Alessio Brutti Mauro Cettolo R. Gretter M. Matassoni Mohamed Nabih Matteo Negri 15 0 0 28 May 2025
A Linguistically Motivated Analysis of Intonational Phrasing in Text-to-Speech Systems: Revealing Gaps in Syntactic Sensitivity Charlotte Pouw Afra Alishahi Willem H. Zuidema 23 0 0 28 May 2025
Loquacious Set: 25,000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use Titouan Parcollet Yuan Tseng Shucong Zhang Rogier van Dalen 15 1 0 27 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
TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation Wiebke Hutiri Mircea Cimpoi M. Scheuerman Victoria Matthews Alice Xiang 157 0 0 23 May 2025
Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty Hongfei Xue Yufeng Tang Jun Zhang Xuelong Geng Lei Xie 47 0 0 22 May 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition Tianduo Wang Lu Xu Wei Lu Shanbo Cheng 38 0 0 22 May 2025
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors Rao Ma Tongzhou Chen Kartik Audhkhasi Bhuvana Ramabhadran AuLLM 88 0 0 16 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
VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model Zuwei Long Yunhang Shen Chaoyou Fu Heting Gao Lijiang Li ... Jinlong Peng Haoyu Cao Ke Li Rongrong Ji Xing Sun 75 2 0 06 May 2025
Voice Cloning: Comprehensive Survey Hussam Azzuni Abdulmotaleb El Saddik VLM 112 0 0 01 May 2025
Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning Hongfei Xue Yufeng Tang Hexin Liu Jun Zhang Xuelong Geng Lei Xie LRM 100 1 0 29 Apr 2025
Kimi-Audio Technical Report KimiTeam Ding Ding Zeqian Ju Yichong Leng Shixuan Liu ... Zhiyong Yang Aoxiong Yin Ruibin Yuan Yanzhe Zhang Zaida Zhou AuLLM VLM 181 13 0 25 Apr 2025
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning Abdulhady Abas Abdullah S. H. Karim Sara Azad Ahmed Kanar R. Tariq Tarik Ahmed Rashid 431 0 0 23 Apr 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
ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling Dongchao Yang Songxiang Liu Haohan Guo Jiankun Zhao Yuanyuan Wang ... Xubo Liu Xueyuan Chen Xu Tan Xixin Wu Helen Meng 225 2 0 14 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 449 2 0 12 Apr 2025
UniSep: Universal Target Audio Separation with Language Models at Scale Yun Wang Hangting Chen Dongchao Yang Weiqin Li Dan Luo Guangzhi Li Shan Yang Zhiyong Wu Helen Meng Xixin Wu VLM 79 1 0 31 Mar 2025
Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages Xabier de Zuazo Eva Navas Ibon Saratxaga Inma Hernáez Rioja 73 3 0 30 Mar 2025
Dolphin: A Large-Scale Automatic Speech Recognition Model for Eastern Languages Yangyang Meng Jinpeng Li Guodong Lin Yu Pu G. Wang Hu Du Zhiming Shao Yukai Huang Ke Li Wei-Qiang Zhang ObjD 137 0 0 26 Mar 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
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 107 2 0 13 Mar 2025
Scaling Rich Style-Prompted Text-to-Speech Datasets Anuj Diwan Zhisheng Zheng David Harwath Eunsol Choi CLIP VLM 122 4 0 06 Mar 2025
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens Xiang Wang Mingqi Jiang Zejun Ma Ziyu Zhang Shixuan Liu ... Zhifei Li Xie Chen Lei Xie Yu Guo Wei Xue 127 22 0 03 Mar 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation Keisuke Kamahori Jungo Kasai Noriyuki Kojima Baris Kasikci 73 1 0 27 Feb 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 238 2 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 198 4 0 26 Feb 2025
Audio-FLAN: A Preliminary Release Liumeng Xue Ziya Zhou J. Pan Zhiyu Li Shuai Fan ... Haohe Liu Emmanouil Benetos Ge Zhang Yike Guo Wei Xue MLLM AuLLM CLIP VLM 93 1 0 23 Feb 2025
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis Yingahao Aaron Li Rithesh Kumar Zeyu Jin DiffM 133 0 0 21 Feb 2025
Soundwave: Less is More for Speech-Text Alignment in LLMs Yunke Zhang Zhiheng Liu Fan Bu Ruiyu Zhang Benyou Wang Haoyang Li AuLLM SyDa VLM 170 1 0 18 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 129 0 0 16 Feb 2025
Gender Bias in Instruction-Guided Speech Synthesis Models Chun-Yi Kuan Hung-yi Lee 129 0 0 08 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 138 5 0 07 Feb 2025
Emilia: A Large-Scale, Extensive, Multilingual, and Diverse Dataset for Speech Generation Haorui He Zengqiang Shang Chaoren Wang Xuyuan Li Yicheng Gu ... Peiyang Shi Yansen Wang Kai Chen Pengyuan Zhang Zhikai Wu AuLLM 136 5 0 28 Jan 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