- ## Acknowledge
- 1. We borrowed a lot of code from [Kaldi](http://kaldi-asr.org/) for data preparation.
- 2. We borrowed a lot of code from [ESPnet](https://github.com/espnet/espnet). FunASR follows up the training and finetuning pipelines of ESPnet.
- 3. We referred [Wenet](https://github.com/wenet-e2e/wenet) for building dataloader for large scale data training.
- 4. We acknowledge [ChinaTelecom](https://github.com/zhuzizyf/damo-fsmn-vad-infer-httpserver) for contributing the VAD runtime.
- 5. We acknowledge [RapidAI](https://github.com/RapidAI) for contributing the Paraformer and CT_Transformer-punc runtime.
- 6. We acknowledge [AiHealthx](http://www.aihealthx.com/) for contributing the websocket service and html5.
- 7. We acknowledge [XVERSE](http://www.xverse.cn/index.html) for contributing the grpc service.
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