Title
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models Jiang Zhang Rohan Sequeira Konstantinos Psounis SyDa 78 0 0 05 Mar 2025
HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR Hainan Xu Travis M. Bartley Vladimir Bataev Boris Ginsburg 196 0 0 03 Oct 2024
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition Ye Bai Jingping Chen Jitong Chen Wei Chen Zhuo Chen ... Wanyi Zhang Yang Zhang Yawei Zhang Yijie Zheng Ming Zou AuLLM 52 19 0 05 Jul 2024
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask Tianzi Wang Xurong Xie Zhaoqing Li Shoukang Hu Zengrui Jin ... Shujie Hu Mengzhe Geng Guinan Li Helen Meng Xunying Liu 34 0 0 14 Jun 2024
ecVoice: Audio Text Extraction and Optimization of Video Based on Idioms Similarity Replacement Jinwei Lin 47 0 0 20 May 2024
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants Chloe Sekkat Fanny Leroy Salima Mdhaffar Blake Perry Smith Yannick Esteve Joseph Dureau A. Coucke 32 1 0 14 May 2024
Automatic Speech Recognition System-Independent Word Error Rate Estimation Chanho Park Mingjie Chen Thomas Hain 26 0 0 25 Apr 2024
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech Chenpeng Du Yiwei Guo Hankun Wang Yifan Yang Zhikang Niu Shuai Wang Hui Zhang Xie Chen Kai Yu VLM 35 25 0 25 Jan 2024
Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition Vahid Noroozi Somshubra Majumdar Ankur Kumar Jagadeesh Balam Boris Ginsburg 30 10 0 27 Dec 2023
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models Shaojin Ding David Qiu David Rim Yanzhang He Oleg Rybakov ... Tara N. Sainath Zhonglin Han Jian Li Amir Yazdanbakhsh Shivani Agrawal MQ 34 9 0 13 Dec 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 32 2 0 22 Sep 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Suyoun Kim Akshat Shrivastava Duc Le Ju Lin Ozlem Kalinli M. Seltzer AuLLM 33 2 0 22 Jul 2023
TST: Time-Sparse Transducer for Automatic Speech Recognition Xiaohui Zhang Mangui Liang Zhengkun Tian Jiangyan Yi J. Tao 14 0 0 17 Jul 2023
Long Short-term Memory with Two-Compartment Spiking Neuron Shimin Zhang Qu Yang Chenxiang Ma Jibin Wu Haizhou Li Kay Chen Tan 33 7 0 14 Jul 2023
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition Desh Raj Daniel Povey Sanjeev Khudanpur VLM 34 9 0 18 Jun 2023
Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition Tianyi Xu Zhanheng Yang Kaixun Huang Pengcheng Guo Aoting Zhang Biao Li Changru Chen Chong Li Linfu Xie 22 10 0 01 Jun 2023
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network Kaixun Huang Aoting Zhang Zhanheng Yang Pengcheng Guo Bingshen Mu Tianyi Xu Linfu Xie 35 16 0 21 May 2023
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition Xuandi Fu Kanthashree Mysore Sathyendra Ankur Gandhe Jing Liu Grant P. Strimel Ross McGowan Athanasios Mouchtaris 30 14 0 09 May 2023
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition Saumya Yashmohini Sahai Jing Liu Thejaswi Muniyappa Kanthashree Mysore Sathyendra Anastasios Alexandridis ... Ross McGowan Ariya Rastrow Feng-Ju Chang Athanasios Mouchtaris Siegfried Kunzmann 39 5 0 03 Apr 2023
A Deliberation-based Joint Acoustic and Text Decoder S. Mavandadi Tara N. Sainath Ke Hu Zelin Wu 21 7 0 23 Mar 2023
Pyramid Multi-branch Fusion DCNN with Multi-Head Self-Attention for Mandarin Speech Recognition Kai Liu Hailiang Xiong Gangqiang Yang Zhengfeng Du Yewen Cao D. Shah 18 0 0 23 Mar 2023
Speech Intelligibility Classifiers from 550k Disordered Speech Samples Subhashini Venugopalan Jimmy Tobin Samuel J. Yang Katie Seaver Richard Cave P. Jiang Neil Zeghidour Rus Heywood Jordan R. Green Michael P. Brenner 44 9 0 13 Mar 2023
Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training Eric Sun Jinyu Li Yuxuan Hu Yilun Zhu Long Zhou ... Peidong Wang Linquan Liu Shujie Liu Ed Lin Yifan Gong 31 6 0 01 Mar 2023
A Token-Wise Beam Search Algorithm for RNN-T Gil Keren 31 1 0 28 Feb 2023
Massively Multilingual Shallow Fusion with Large Language Models Ke Hu Tara N. Sainath Bo-wen Li Nan Du Yanping Huang Andrew M. Dai Yu Zhang Rodrigo Cabrera Z. Chen Trevor Strohman 35 13 0 17 Feb 2023
Two Stage Contextual Word Filtering for Context bias in Unified Streaming and Non-streaming Transducer Zhanheng Yang Sining Sun Xiong Wang Yike Zhang Long Ma Linfu Xie 26 9 0 17 Jan 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis Vassilis Katsouros Alexandros Potamianos VLM 28 7 0 31 Dec 2022
Training Integer-Only Deep Recurrent Neural Networks V. Nia Eyyub Sari Vanessa Courville M. Asgharian MQ 53 2 0 22 Dec 2022
Continual Learning for On-Device Speech Recognition using Disentangled Conformers Anuj Diwan Ching-Feng Yeh Wei-Ning Hsu Paden Tomasello Eunsol Choi David Harwath Abdel-rahman Mohamed CLL BDL 27 7 0 02 Dec 2022
Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation Stefan Braun Erik McDermott Roger Hsiao 40 1 0 29 Nov 2022
Learning Reward Functions for Robotic Manipulation by Observing Humans Minttu Alakuijala Gabriel Dulac-Arnold Julien Mairal Jean Ponce Cordelia Schmid OffRL 39 27 0 16 Nov 2022
Streaming Joint Speech Recognition and Disfluency Detection Hayato Futami E. Tsunoo Kentarou Shibata Yosuke Kashiwagi Takao Okuda Siddhant Arora Shinji Watanabe 42 6 0 16 Nov 2022
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities Andros Tjandra Nayan Singhal David C. Zhang Ozlem Kalinli Abdel-rahman Mohamed Duc Le M. Seltzer 37 12 0 10 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark Gales 24 0 0 06 Nov 2022
A Weakly-Supervised Streaming Multilingual Speech Model with Truly Zero-Shot Capability Jian Xue Peidong Wang Jinyu Li Eric Sun 32 10 0 04 Nov 2022
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers Duc Le Frank Seide Yuhao Wang Heng Chang Kjell Schubert Ozlem Kalinli M. Seltzer 19 6 0 02 Nov 2022
Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems Shaan Bijwadia Shuo-yiin Chang Bo-wen Li Tara N. Sainath Chaoyang Zhang Yanzhang He 39 7 0 01 Nov 2022
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition Suyoun Kim Ke Li Lucas Kabela Rongqing Huang Jiedan Zhu Ozlem Kalinli Duc Le 25 8 0 31 Oct 2022
Fast and parallel decoding for transducer Wei Kang Liyong Guo Fangjun Kuang Long Lin Mingshuang Luo Zengwei Yao Xiaoyu Yang Piotr Żelasko Daniel Povey AI4TS 19 15 0 31 Oct 2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training Ashish R. Mittal D. Sivasubramanian Rishabh K. Iyer P. Jyothi Ganesh Ramakrishnan 19 3 0 30 Oct 2022
Accelerating RNN-T Training and Inference Using CTC guidance Yongqiang Wang Zhehuai Chen Cheng-yong Zheng Yu Zhang Wei Han Parisa Haghani 40 23 0 29 Oct 2022
Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? Pradip Pramanick Chayan Sarkar 24 7 0 21 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 33 0 0 18 Oct 2022
JOIST: A Joint Speech and Text Streaming Model For ASR Tara N. Sainath Rohit Prabhavalkar Ankur Bapna Yu Zhang Zhouyuan Huo Zhehuai Chen Bo-wen Li Weiran Wang Trevor Strohman RALM AuLLM 53 35 0 13 Oct 2022
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition Martin H. Radfar Rohit Barnwal R. Swaminathan Feng-Ju Chang Grant P. Strimel Nathan Susanj Athanasios Mouchtaris 34 13 0 29 Sep 2022
Turn-Taking Prediction for Natural Conversational Speech Shuo-yiin Chang Bo-wen Li Tara N. Sainath Chaoyang Zhang Trevor Strohman Qiao Liang Yanzhang He 43 18 0 29 Aug 2022
UserLibri: A Dataset for ASR Personalization Using Only Text Theresa Breiner Swaroop Indra Ramaswamy Ehsan Variani Shefali Garg Rajiv Mathews K. Sim Kilol Gupta Mingqing Chen Lara McConnaughey 30 16 0 02 Jul 2022
Sequence-level Speaker Change Detection with Difference-based Continuous Integrate-and-fire Zhiyun Fan Linhao Dong Meng Cai Zejun Ma Bo Xu 31 4 0 27 Jun 2022
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode Raviraj Joshi Subodh Kumar 36 2 0 26 Jun 2022
Pruned RNN-T for fast, memory-efficient ASR training Fangjun Kuang Liyong Guo Wei Kang Long Lin Mingshuang Luo Zengwei Yao Daniel Povey 27 64 0 23 Jun 2022