A code to fine-tune Wav2vec2-xls-r on non-native L2 Korean automatic pronunciation assessment (APA) as a part of 2022 NIA 1-13 research work

Hydra is a framework for elegantly configuring complex applications

Arabic Dialect Identification using intonation patterns and Hybrid BLSTM Resnets

Comprehensive Python Cheatsheet

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

A high performance and generic framework for distributed DNN training

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding a…

Bi-directional LSTM implementation of SentimentRNN (from PyTorch Scholarship Challenge)

Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.

Acceptance rates for the major AI conferences

INTERSPEECH 2019 Tutorial Materials

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Code and notes for machine learning study group.

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)