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wataru-nakata's Projects

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

character-network icon character-network

A project on using network graph, NLP techniques (entity recognition, sentiment analysis) to analyse the relationships among characters in a novel. The project takes novel Harry Potter as an example and outputs reasonable results.

creative_ml icon creative_ml

Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy

espnet icon espnet

End-to-End Speech Processing Toolkit

fairseq icon fairseq

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

fastspeech2-jsut icon fastspeech2-jsut

An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gst-tacotron icon gst-tacotron

A tensorflow implementation of the "Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis"

miipher icon miipher

Unofficial implementation of miipher

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