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algorithms2019fall

💻 Solutions to the three programming assignments of the course Algorithms 2019 Fall, NTU EE.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-self-supervised-speech-representation-learning

A comprehensive list of awesome self-supervised speech representation learning papers.

benchmarks

A command line tool that helps use the "Zero Ressource Challenge" benchmarks

course-map-visualization

A simple website for visualizing course maps 🎓🗺.

end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

end-to-end-asr-pytorch-dlhlp

Joint CTC-Attention End-to-end Speech Recognition - PyTorch Implementation (Deep Learning for Human Language Processing Special Project)

espnet

End-to-End Speech Processing Toolkit

eval-word-vectors

Easy to use scripts for evaluating word vectors on a variety of tasks.

face-image-morphing

🧒🏻👨🏼👱🏾‍♀️👶🏻 Face Image Morphing: an OpenCV and NumPy Implementation

fraig

Final Project of Data Structure and Programming 2018 Fall, NTUEE

georect-demo

Demo of Deep Learning-based Image Geometric Rectification

icg2020spring-hw1

🎨 HW1 (shading and transformation) of the course Interactive Computer Graphics, NTU CSIE.

mednlp

Mandarin Medical Dialogue Analysis with Pytorch.

miniasr

A mini, simple, and fast end-to-end automatic speech recognition toolkit.

ml-ta-helper

ml2019spring

Machine Learning Spring 2019, NTUEE

phone-seg-ssl

Phoneme segmentation using pre-trained speech models

receptive-field-calculator

A simple receptive field calculator for convolutional neural networks (CNN).

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

sbcsae-preprocess

Preprocessing and downloading scripts for the Santa Barbara Corpus of Spoken American English (SBCSAE).

spectra-review-paper-competition

Competition for best expository article on cutting-edge ML research

speechtokenizer

This is the code for the SpeechTokenizer presented in the SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models. Samples are presented on

spin

Official code for Interspeech 2023 paper "Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering"

switchboard-wsj-utils

Utilities for preprocessing the Switchboard and WSJ corpora in Python3

taiwanmahjonggame

Taiwan Mahjong Game - Final Project of Computer Programming 2017 Fall, NTUEE

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

vectominist

vectominist.github.io

vectominist.github.io.old

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes