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paddlespeech

Speech toolkit on PaddlePaddle for ASR, TTS, translation and speaker verification

Stars
12.7k
License
Apache-2.0
Last commit
Jun 2026
Last release
Mar 2025
Language
Python

Missed the latest GitHub check; these facts may be older.

Overview

PaddleSpeech is a Python toolkit built on PaddlePaddle that covers speech recognition, text-to-speech, English-to-Chinese speech translation, speaker verification, audio classification and punctuation restoration. It provides a CLI, a Python API, and a server and streaming server (the client example uses port 8090). It includes a rule-based Chinese text frontend and training recipes for datasets such as LibriSpeech, AISHELL and CSMSC.

Who it is for: Engineers needing self-hosted ASR/TTS, especially Chinese, or speech researchers

Strengths

  • One toolkit covers ASR, TTS, speech translation, speaker verification, audio classification and punctuation
  • Streaming ASR and TTS servers, plus C++ U2/U2++ streaming ASR deployment
  • Rule-based Chinese text normalization and G2P; Cantonese and Chinese-English mixed TTS
  • All TTS models support ONNX; CPU install is documented

Weaknesses

  • Requires PaddlePaddle, a smaller ecosystem than PyTorch
  • Speech translation supports only English to Chinese and is documented for Ubuntu only
  • Last release was 2025-03-05, though commits continue
  • No Docker image or compose file; install is via pip or source build

What it needs

  • GPU optional
  • Needs paddlepaddle, python>=3.8, gcc>=4.8.5
  • Models: Whisper large v3 and turbo, wav2vec2, HuBERT, WavLM, U2/U2++ conformer
  • port 8090

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