ESPnet: end-to-end speech processing toolkit¶
ESPnet is an end-to-end speech processing toolkit, mainly focuses on end-to-end speech recognition and end-to-end text-to-speech.
ESPnet1:
ESPnet2:
Notebook:
- CMU 11492/11692 Spring 2023: Data preparation
- Data preparation in ESPnet
- CMU 11492/11692 Spring 2023: Speech Enhancement
- Contents
- CMU 11492/11692 Spring 2023: Spoken Language Understanding
- CMU 11492/11692 Spring 2023: Text to Speech
- Speech Recognition (Recipe)
- Speech Recognition (Library)
- ESPNET 2 pass SLU Demonstration
- ESPnet2-ASR realtime demonstration
- Use transfer learning for ASR in ESPnet2
- Abstract
- ESPnet installation (about 10 minutes in total)
- mini_an4 recipe as a transfer learning example
- CMU 11751/18781 Fall 2022: ESPnet Tutorial2 (New task)
- Install ESPnet (Almost same procedure as your first tutorial)
- What we provide you and what you need to proceed
- CMU 11751/18781 Fall 2022: ESPnet Tutorial
- Install ESPnet
- Run an existing recipe
- Make a new recipe
- Additional resources
- ESPnet2 real streaming Transformer demonstration
- ESPnet2-TTS realtime demonstration
- CMU 11751/18781 2021: ESPnet Tutorial
- Run an inference example
- Full installation
- Run a recipe example
- ESPnet Speech Enhancement Demonstration
- Contents
- (1) Tutorials on the Basic Usage
- (2) Tutorials on Contributing to ESPNet-SE Project
- espnet_onnx demonstration
- Install Dependency
- Export your model
- Inference with onnx
- Using streaming model
- Pretrained Model
- ESPnet Speech Enhancement Demonstration
- ESPnet Speech Translation Demonstration
- Text-to-Speech (Recipe)
- ESPnet real time E2E-TTS demonstration
Package Reference:
- espnet.distributed package
- espnet.asr package
- espnet.st package
- espnet.nets package
- espnet.utils package
- espnet.transform package
- espnet.vc package
- espnet.bin package
- espnet.mt package
- espnet.tts package
- espnet.optimizer package
- espnet.lm package
- espnet.scheduler package
- espnet2.layers package
- espnet2.asr package
- espnet2.svs package
- espnet2.fileio package
- espnet2.optimizers package
- espnet2.spk package
- espnet2.gan_svs package
- espnet2.asr_transducer package
- espnet2.hubert package
- espnet2.train package
- espnet2.st package
- espnet2.uasr package
- espnet2.samplers package
- espnet2.utils package
- espnet2.iterators package
- espnet2.text package
- espnet2.tasks package
- espnet2.bin package
- espnet2.mt package
- espnet2.gan_tts package
- espnet2.tts package
- espnet2.enh package
- espnet2.slu package
- espnet2.torch_utils package
- espnet2.schedulers package
- espnet2.fst package
- espnet2.asvspoof package
- espnet2.diar package
- espnet2.lm package
- espnet2.main_funcs package
Tool Reference: