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

20 May 2022NAACL (ACL) 2022 7arXiv:2205.12007archive 2025-07-28

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

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/PaddleSpeech.

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PaddlePaddle/PaddleSpeech officialmentioned in papermentioned on GitHubpaddleApache-2.0 report
PaddlePaddle/DeepSpeech mentioned on GitHubpaddleApache-2.0 report

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AllAutomatic Speech Recognition (ASR)Environmental Sound ClassificationKeyword SpottingPhilosophySpeaker DiarizationSpeaker IdentificationSpeaker RecognitionSpeaker VerificationSpeech RecognitionSpeech SynthesisSpeech-to-TextSpeech-to-Text TranslationText to SpeechText-To-Speech Synthesistext-to-speech

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