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PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit

  • Hui Zhang
  • , Tian Yuan
  • , Junkun Chen
  • , Xintong Li
  • , Renjie Zheng
  • , Yuxin Huang
  • , Xiaojie Chen
  • , Enlei Gong
  • , Zeyu Chen
  • , Xiaoguang Hu
  • , Dianhai Yu
  • , Yanjun Ma
  • , Liang Huang
  • Baidu Inc
  • Oregon State University
  • Baidu USA

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

PaddleSpeech is an open-source all-in-one speech toolkit. It aims at facilitating the development and research of speech processing technologies by providing an easy-to-use command-line interface and a simple code structure. This paper describes the design philosophy and core architecture of PaddleSpeech to support several essential speech-to-text and text-to-speech tasks. PaddleSpeech achieves competitive or state-of-the-art performance on various speech datasets and implements the most popular methods. It also provides recipes and pretrained models to quickly reproduce the experimental results in this paper. PaddleSpeech is publicly avaiable at https://github.com/PaddlePaddle/1 PaddleSpeech.

Original languageEnglish
Title of host publicationNAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics
Subtitle of host publicationHuman Language Technologies, Proceedings of the Demonstrations Session
PublisherAssociation for Computational Linguistics (ACL)
Pages114-123
Number of pages10
ISBN (Electronic)9781955917742
DOIs
StatePublished - 2022
Externally publishedYes
Event2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, NAACL 2022 - Hybrid, Seattle, United States
Duration: 10 Jul 202215 Jul 2022

Publication series

NameNAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Demonstrations Session

Conference

Conference2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, NAACL 2022
Country/TerritoryUnited States
CityHybrid, Seattle
Period10/07/2215/07/22

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