Speech Summarization using Restricted Self-Attention

12 October 2021

Papers citing "Speech Summarization using Restricted Self-Attention"

22 / 22 papers shown

Title
Résumé abstractif à partir dúne transcription audio Ilia Derkach 29 0 0 16 Apr 2025
Bridging the Gap between Text, Audio, Image, and Any Sequence: A Novel Approach using Gloss-based Annotation Sen Fang Sizhou Chen Yalin Feng Xiaofeng Zhang T. Teoh 18 0 0 04 Oct 2024
Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? Roshan S. Sharma Suwon Shon Mark Lindsey Hira Dhamyal Rita Singh Bhiksha Raj 30 1 0 12 Aug 2024
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation Kohei Matsuura Takanori Ashihara Takafumi Moriya Masato Mimura Takatomo Kano A. Ogawa Marc Delcroix 19 0 0 01 Aug 2024
An End-to-End Speech Summarization Using Large Language Model Hengchao Shang Zongyao Li Jiaxin Guo Shaojun Li Zhiqiang Rao Yuanchang Luo Daimeng Wei Hao Yang 31 0 0 02 Jul 2024
Exploring the Capability of Mamba in Speech Applications Koichi Miyazaki Yoshiki Masuyama Masato Murata Mamba 20 4 0 24 Jun 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding Siddhant Arora Ankita Pasad Chung-Ming Chien Jionghao Han Roshan S. Sharma ... William Chen Suwon Shon Hung-yi Lee Karen Livescu Shinji Watanabe ELM 27 4 0 14 Jun 2024
A Survey of Video Datasets for Grounded Event Understanding Kate Sanders Benjamin Van Durme 24 4 0 14 Jun 2024
Prompting Large Language Models with Audio for General-Purpose Speech Summarization Wonjune Kang Deb Roy LRM 16 7 0 10 Jun 2024
AugSumm: towards generalizable speech summarization using synthetic labels from large language model Jee-weon Jung Roshan S. Sharma William Chen Bhiksha Raj Shinji Watanabe 28 4 0 10 Jan 2024
ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Jiajun He Zekun Yang T. Toda 24 4 0 08 Oct 2023
BASS: Block-wise Adaptation for Speech Summarization Roshan S. Sharma Kenneth Zheng Siddhant Arora Shinji Watanabe Rita Singh Bhiksha Raj 13 7 0 17 Jul 2023
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization Kohei Matsuura Takanori Ashihara Takafumi Moriya Tomohiro Tanaka Takatomo Kano A. Ogawa Marc Delcroix 8 8 0 07 Jun 2023
Towards End-to-end Speech-to-text Summarization Raul Monteiro Diogo Pernes 4 1 0 06 Jun 2023
Leveraging Large Text Corpora for End-to-End Speech Summarization Kohei Matsuura Takanori Ashihara Takafumi Moriya Tomohiro Tanaka A. Ogawa Marc Delcroix Ryo Masumura 11 13 0 02 Mar 2023
Factual Consistency Oriented Speech Recognition Naoyuki Kanda Takuya Yoshioka Yang Liu 23 0 0 24 Feb 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Suwon Shon Siddhant Arora Chyi-Jiunn Lin Ankita Pasad Felix Wu Roshan S. Sharma Wei Yu Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 11 31 0 20 Dec 2022
Context-aware Fine-tuning of Self-supervised Speech Models Suwon Shon Felix Wu Kwangyoun Kim Prashant Sridhar Karen Livescu Shinji Watanabe 17 7 0 16 Dec 2022
XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers Roshan S. Sharma Bhiksha Raj 13 3 0 29 Oct 2022
Assessing ASR Model Quality on Disordered Speech using BERTScore Jimmy Tobin Qisheng Li Subhashini Venugopalan Katie Seaver Richard Cave Katrin Tomanek 21 11 0 21 Sep 2022
Hierarchical Transformer-based Large-Context End-to-end ASR with Large-Context Knowledge Distillation Ryo Masumura Naoki Makishima Mana Ihori Akihiko Takashima Tomohiro Tanaka Shota Orihashi 11 29 0 16 Feb 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020