Lhotse: a speech data representation library for the modern deep learning ecosystem

25 October 2021

Sanjeev Khudanpur

Papers citing "Lhotse: a speech data representation library for the modern deep learning ecosystem"

20 / 20 papers shown

Title
Training and Inference Efficiency of Encoder-Decoder Speech Models Piotr .Zelasko Kunal Dhawan Daniel Galvez Krishna C. Puvvada Ankita Pasad Nithin Rao Koluguri Ke Hu Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg 41 0 0 07 Mar 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 53 0 0 17 Feb 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning Yifan Peng Krishna C. Puvvada Zhehuai Chen Piotr .Zelasko He Huang Kunal Dhawan Ke Hu Shinji Watanabe Jagadeesh Balam Boris Ginsburg 54 2 0 23 Oct 2024
MT2KD: Towards A General-Purpose Encoder for Speech, Speaker, and Audio Events Xiaoyu Yang Qiujia Li Chao Zhang P. Woodland 24 0 0 25 Sep 2024
EMMeTT: Efficient Multimodal Machine Translation Training Piotr Żelasko Zhehuai Chen Mengru Wang Daniel Galvez Oleksii Hrinchuk Shuoyang Ding Ke Hu Jagadeesh Balam Vitaly Lavrukhin Boris Ginsburg 28 1 0 20 Sep 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper Iuliia Thorbecke Juan Zuluaga-Gomez Esaú Villatoro-Tello Shashi Kumar Pradeep Rangappa Sergio Burdisso P. Motlícek Karthik Pandia A. Ganapathiraju 31 0 0 20 Sep 2024
ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration Masao Someki Kwanghee Choi Siddhant Arora William Chen Samuele Cornell Jionghao Han Yifan Peng Jiatong Shi Vaibhav Srivastav Shinji Watanabe VLM 30 0 0 14 Sep 2024
Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR Weiqing Wang Kunal Dhawan Taejin Park Krishna C. Puvvada Ivan Medennikov Somshubra Majumdar He Huang Jagadeesh Balam Boris Ginsburg 31 2 0 02 Sep 2024
The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization Samuele Cornell Taejin Park Steve Huang Christoph Boeddeker Xuankai Chang Matthew Maciejewski Matthew Wiesner Paola García Shinji Watanabe 34 9 0 23 Jul 2024
Pitch-Aware RNN-T for Mandarin Chinese Mispronunciation Detection and Diagnosis Xintong Wang Mingqian Shi Ye Wang 38 0 0 07 Jun 2024
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch Jeff Hwang Moto Hira Caroline Chen Xiaohui Zhang Zhaoheng Ni ... Yumeng Tao Robin Scheibler Samuele Cornell Sean Kim Stavros Petridis 43 22 0 27 Oct 2023
Zipformer: A faster and better encoder for automatic speech recognition Zengwei Yao Liyong Guo Xiaoyu Yang Wei Kang Fangjun Kuang Yifan Yang Zengrui Jin Long Lin Daniel Povey VLM 25 65 0 17 Oct 2023
Speech collage: code-switched audio generation by collaging monolingual corpora A. Hussein Dorsa Zeinali Ondˇrej Klejch Matthew Wiesner Brian Yan Shammur A. Chowdhury Ahmed M. Ali Shinji Watanabe Sanjeev Khudanpur 27 1 0 27 Sep 2023
Updated Corpora and Benchmarks for Long-Form Speech Recognition Jennifer Drexler Fox Desh Raj Natalie Delworth Quinn Mcnamara Corey Miller Miguel Jetté AuLLM 26 7 0 26 Sep 2023
Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context Wei Kang Xiaoyu Yang Zengwei Yao Fangjun Kuang Yifan Yang Liyong Guo Long Lin Daniel Povey 22 43 0 15 Sep 2023
Blank-regularized CTC for Frame Skipping in Neural Transducer Yifan Yang Xiaoyu Yang Liyong Guo Zengwei Yao Wei Kang Fangjun Kuang Long Lin Xie Chen Daniel Povey 14 8 0 19 May 2023
MooseNet: A Trainable Metric for Synthesized Speech with a PLDA Module Ondvrej Plátek Ondrej Dusek 25 2 0 17 Jan 2023
GPU-accelerated Guided Source Separation for Meeting Transcription Desh Raj Daniel Povey Sanjeev Khudanpur 18 34 0 10 Dec 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
Delay-penalized transducer for low-latency streaming ASR Wei Kang Zengwei Yao Fangjun Kuang Liyong Guo Xiaoyu Yang Long lin Piotr Żelasko Daniel Povey 11 6 0 31 Oct 2022