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Ruchao Fan's Projects

cassnat_asr icon cassnat_asr

Implementation of CTC alignment-based single step non-autoregressive transformer

cassnat_asr_public icon cassnat_asr_public

Code for "CASS-NAT: CTC alignment-based single step non-autoregressive transformer for speech recognition" and "An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition"

espnet icon espnet

End-to-End Speech Processing Toolkit

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

kaldi icon kaldi

This is the official location of the Kaldi project.

las.pytorch icon las.pytorch

My attention model on ASR based on LAS(Listen, Attend and Spell)

lit-gpt icon lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

pykaldi2 icon pykaldi2

Yet another speech toolkit based on Kaldi and PyTorch

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

slpp icon slpp

supervised learning for LPP

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