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MLS: A Large-Scale Multilingual Dataset for Speech Research

Interspeech (Interspeech), 2020

7 December 2020

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

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Toward Conversational Hungarian Speech Recognition: Introducing the BEA-Large and BEA-Dialogue Datasets Máté Gedeon Piroska Zsófia Barta Péter Mihajlik Tekla Etelka Gráczi Anna Kohári Katalin Mády 4 0 0 17 Nov 2025
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Yunxin Li Xinyu Chen Shenyuan Jiang Haoyuan Shi Zhenyu Liu ... Zhenran Xu Yicheng Ma Meishan Zhang Baotian Hu Min Zhang MLLM MoE OSLM VLM 121 0 0 16 Nov 2025
UniTok-Audio: A Unified Audio Generation Framework via Generative Modeling on Discrete Codec Tokens Chengwei Liu Haoyin Yan Shaofei Xue Xiaotao Liang Yinghao Liu Zheng Xue Gang Song Boyang Zhou 142 0 0 30 Oct 2025
Ming-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation C. Yan Chunxiang Jin Dawei Huang Haibing Yu Han Peng ... Yongjie Lyu Z. He Zhihao Qiu Zhiqiang Fang Ziyuan Huang AuLLM 136 2 0 26 Oct 2025
UniSE: A Unified Framework for Decoder-only Autoregressive LM-based Speech Enhancement Haoyin Yan Chengwei Liu Shaofei Xue Xiaotao Liang Zheng Xue 36 1 0 23 Oct 2025
AMAuT: A Flexible and Efficient Multiview Audio Transformer Framework Trained from Scratch Weichuang Shao I. Liao Tomas Henrique Bode Maul T. Chandesa 48 0 0 22 Oct 2025
MLMA: Towards Multilingual ASR With Mamba-based Architectures Mohamed Nabih Ali Daniele Falavigna Alessio Brutti Mamba 163 0 0 21 Oct 2025
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization Wenxi Chen X. Wang Ruiqi Yan Yihao Chen Zhikang Niu ... Yuzhe Liang Hanlin Wen Shunshun Yin Ming Tao Xie Chen 80 1 0 19 Oct 2025
U-Codec: Ultra Low Frame-rate Neural Speech Codec for Fast High-fidelity Speech Generation Xusheng Yang Long Zhou Wenfu Wang Kai Hu Shulin Feng Chenxing Li Meng Yu Dong Yu Y. Zou 52 1 0 19 Oct 2025
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue Wenwen Tong Hewei Guo Dongchuan Ran Jiangnan Chen Jiefan Lu ... Dinghao Zhou Guiping Zhong Ken Zheng Shiyin Kang Lewei Lu MLLM AuLLM VGen VLM 152 2 0 15 Oct 2025
Gelina: Unified Speech and Gesture Synthesis via Interleaved Token Prediction Teo Guichoux Théodor Lemerle Shivam Mehta Jonas Beskow G. Henter Laure Soulier Catherine Pelachaud Nicolas Obin 40 0 0 13 Oct 2025
ParsVoice: A Large-Scale Multi-Speaker Persian Speech Corpus for Text-to-Speech Synthesis Mohammad Javad Ranjbar Kalahroodi Heshaam Faili A. Shakery 48 0 0 12 Oct 2025
FLToP CTC: Frame-Level Token Pruning via Relative Threshold for Efficient and Memory-Saving Decoding on Diverse Platforms Atul Shree Harshith Jupuru 51 0 0 10 Oct 2025
O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion Huu Tuong Tu Huan Vu cuong tien nguyen Dien Hy Ngo Nguyen Thi Thu Trang 40 0 0 10 Oct 2025
Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation Vaibhav Srivastav Steven Zheng Eric Bezzam Eustache Le Bihan Nithin Rao Koluguri Piotr .Zelasko Somshubra Majumdar Adel Moumen Sanchit Gandhi 113 0 0 08 Oct 2025
Latent Speech-Text Transformer Yen-Ju Lu Yashesh Gaur Wei Zhou Benjamin Muller Jesus Villalba ... Luke Zettlemoyer Gargi Ghosh Mike Lewis Srinivasan Iyer Duc Le VLM 56 0 0 07 Oct 2025
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision Yongqi Leng Yikun Lei Xikai Liu M. Zhong Bojian Xiong Y. Zhang Yan Gao Yi-Chen Wu Yao Hu Deyi Xiong 29 0 0 07 Oct 2025
Drax: Speech Recognition with Discrete Flow Matching Aviv Navon Aviv Shamsian Neta Glazer Yael Segal-Feldman Gill Hetz Joseph Keshet Ethan Fetaya 84 0 0 05 Oct 2025
Listening or Reading? Evaluating Speech Awareness in Chain-of-Thought Speech-to-Text Translation Jacobo Romero-Díaz Gerard I. Gállego Oriol Pareras Federico Costa Javier Hernando Cristina España-Bonet LRM 56 0 0 03 Oct 2025
Revisiting Direct Speech-to-Text Translation with Speech LLMs: Better Scaling than CoT Prompting? Oriol Pareras Gerard I. Gállego Federico Costa Cristina España-Bonet Javier Hernando LRM 48 0 0 03 Oct 2025
EuroSpeech: A Multilingual Speech Corpus Samuel Pfisterer Florian Grötschla Luca A. Lanzendörfer Florian Yan Roger Wattenhofer 80 0 0 01 Oct 2025
On Deepfake Voice Detection - It's All in the Presentation Héctor Delgado Giorgio Ramondetti Emanuele Dalmasso Gennady Karvitsky Daniele Colibro Haydar Talib 29 0 0 30 Sep 2025
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs Yuhan Song Linhao Zhang Chuhan Wu Aiwei Liu Wei Jia Houfeng Wang Xiao-bin Zhou 68 0 0 26 Sep 2025
Align2Speak: Improving TTS for Low Resource Languages via ASR-Guided Online Preference Optimization Shehzeen Samarah Hussain Paarth Neekhara Xuesong Yang Edresson Casanova Subhankar Ghosh Roy Fejgin Ryan Langman Mikyas T. Desta Leili Tavabi Jason Chun Lok Li 48 0 0 26 Sep 2025
Cross-Attention is Half Explanation in Speech-to-Text Models Sara Papi Dennis Fucci Marco Gaido Matteo Negri L. Bentivogli LRM 96 0 0 22 Sep 2025
Bridging the gap between training and inference in LM-based TTS models Ruonan Zhang Lingzhou Mu Xixin Wu Kai Zhang 72 0 0 21 Sep 2025
MaskVCT: Masked Voice Codec Transformer for Zero-Shot Voice Conversion With Increased Controllability via Multiple Guidances Junhyeok Lee Helin Wang Yaohan Guan Thomas Thebaud Laureano Moro-Velazquez Jesus Villalba Najim Dehak 56 0 0 21 Sep 2025
FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation Luca Della Libera Cem Subakan Mirco Ravanelli 76 0 0 19 Sep 2025
SpeechOp: Inference-Time Task Composition for Generative Speech Processing Justin Lovelace Rithesh Kumar Jiaqi Su Ke Chen Kilian Q. Weinberger Zeyu Jin DiffM VLM 190 0 0 17 Sep 2025
CS-FLEURS: A Massively Multilingual and Code-Switched Speech Dataset Brian Yan Injy Hamed Shuichiro Shimizu Vasista Lodagala William Chen ... Samuele Cornell Eunjung Yeo Kwanghee Choi Carlos Carvalho Karen Rosero 68 2 0 17 Sep 2025
Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST Monica Sekoyan Nithin Rao Koluguri Nune Tadevosyan Piotr .Zelasko Travis M. Bartley Nick Karpov Jagadeesh Balam Boris Ginsburg VLM 100 1 0 17 Sep 2025
SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models Karan Dua Puneet Mittal Ranjeet Gupta Hitesh Laxmichand Patel DiffM 190 4 0 15 Sep 2025
FuseCodec: Semantic-Contextual Fusion and Supervision for Neural Codecs Md Mubtasim Ahasan Rafat Hasan Khan Tasnim Mohiuddin Vasu Sharma Tariq Iqbal M. A. Amin Amin Ahsan Ali M. Islam A. K. M. Mahbubur Rahman 137 1 0 14 Sep 2025
Finite Scalar Quantization Enables Redundant and Transmission-Robust Neural Audio Compression at Low Bit-rates Harry Julian Rachel Beeson Lohith Konathala Johanna Ulin Jiameng Gao 94 0 0 11 Sep 2025
EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs Yuhao Zhang Yuhao Du Zhanchen Dai Xiangnan Ma Kaiqi Kou Benyou Wang Haizhou Li 36 2 0 11 Sep 2025
MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection Zihan Pan Sailor Hardik Bhupendra Jinyang Wu MoE 84 1 0 11 Sep 2025
Layer-wise Analysis for Quality of Multilingual Synthesized Speech Erica Cooper T. Okamoto Yamato Ohtani Tomoki Toda Hisashi Kawai 64 0 0 05 Sep 2025
LibriQuote: A Speech Dataset of Fictional Character Utterances for Expressive Zero-Shot Speech Synthesis Gaspard Michel Elena V. Epure Christophe Cerisara 64 0 0 04 Sep 2025
Multi-level SSL Feature Gating for Audio Deepfake Detection Hoan My Tran Damien Lolive Aghilas Sini Arnaud Delhay Pierre-François Marteau David Guennec 72 0 0 03 Sep 2025
SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation Chenyang Le Bing Han Jinshun Li Songyong Chen Y. Qian MoE 120 0 0 01 Sep 2025
Entropy-based Coarse and Compressed Semantic Speech Representation Learning Jialong Zuo Guangyan Zhang Minghui Fang Shengpeng Ji Xiaoqi Jiao Jingyu Li Yiwen Guo Zhou Zhao 60 0 0 30 Aug 2025
CAMÕES: A Comprehensive Automatic Speech Recognition Benchmark for European Portuguese Carlos Carvalho Francisco Teixeira Catarina Botelho Anna Pompili Rubén Solera-Ureña ... T. Rolland John Mendonça Diogo Pereira Isabel Trancoso A. Abad 52 0 0 27 Aug 2025
LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model Yirong Sun Yizhong Geng Peidong Wei Yanjun Chen Jinghan Yang Rongfei Chen Wei Zhang Xiaoyu Shen AuLLM ALM 62 0 0 21 Aug 2025
Beyond Transcription: Mechanistic Interpretability in ASR Neta Glazer Yael Segal-Feldman Hilit Segev Aviv Shamsian Asaf Buchnick Gill Hetz Ethan Fetaya Joseph Keshet Aviv Navon 56 0 0 21 Aug 2025
Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation Chenyang Le Yinfeng Xia Huiyan Li Manhong Wang Yutao Sun Xingyang Ma Yanmin Qian 52 0 0 15 Aug 2025
$$\text{M}^3\text{PDB}$: A Multimodal, Multi-Label, Multilingual Prompt Database for Speech Generation$ $\text{M}^3\text{PDB}$ : A Multimodal, Multi-Label, Multilingual Prompt Database for Speech Generation B. Zhu Cheng Gong Muyang Wu Ruihao Jing Fan Liu Xiaolei Zhang Chi Zhang Xuelong Li 70 0 0 13 Aug 2025
Flow-SLM: Joint Learning of Linguistic and Acoustic Information for Spoken Language Modeling Ju-Chieh Chou Jiawei Zhou Karen Livescu 116 3 0 12 Aug 2025
Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models Wenze Xu Chun Wang Jiazhen Yu Sheng Chen Liang Gao Weihong Deng OT 118 0 0 11 Aug 2025
REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation Nameer Hirschkind Joseph Liu Xiao Yu Xiao Yu 89 0 0 07 Aug 2025
MiDashengLM: Efficient Audio Understanding with General Audio Captions Heinrich Dinkel Gang Li Jizhong Liu Jian Luan Yadong Niu Xingwei Sun Tianzi Wang Qiyang Xiao Junbo Zhang Jiahao Zhou AuLLM AI4TS VLM 243 10 0 06 Aug 2025