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Tatsu Matsushima's Projects

audio_feature_extraction icon audio_feature_extraction

This repository contains implementations of audio feature extractions inlcluding spectrogram, mel-scale spectrogram, mel-frequency cepstrum coefficients (MFCC) with numpy.

fastspeech2 icon fastspeech2

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

mnist-fashion icon mnist-fashion

This repo contains implementations of logistic regression, multi-layer perceptron, and convolutional neural networks for MNIST fashion dataset.

nobelium icon nobelium

A static blog build on top of Notion and NextJS, deployed on Vercel.

self-supervised-dutch-dysarthria-asr icon self-supervised-dutch-dysarthria-asr

This is a repository presenting the outcome of my thesis for MSc. Voice Technology at the University of Groningen. The research developed the Dutch dysarthric speech recognition with self-supervised learning (SSL) models, wav2vec 2.0 and XLSR-53. The repo contains the fine-tuned models and the evaluation dataset.

tacotron-2 icon tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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