Google Research

Natural Language Processing Tutorial for Deep Learning Researchers

PRML algorithms implemented in Python

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Data augmentation for NLP

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

Machine Learning algorithms implemented from scratch

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Neural Networks and Deep Learning, NUS CS5242, 2021

Udacity 2018 Machine Learning Nanodegree Capstone project

Experiment orchestration

This repo is for the Linkedin Learning course: Transformers: Text Classification for NLP using BERT

Learn and L3 embedding from audio/video pairs

ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples

DCASE2020 Task2 Self-supervised learning solution

Machine Translation (MT) Preparation Scripts

This is some tutorial to get you started with Azure ML Service