Orgainzed Digital Intelligent Network (O.D.I.N)

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Everything about Transfer Learning and Domain Adaptation--迁移学习

🤖 A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).

Bilinear attention networks for visual question answering

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

A test bed for updates and new features | pytorch/audio

A collection of various deep learning architectures, models, and tips

最良心的 Python 教程：

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

Speech emotion recognition using LSTM, SVM and MLP | 语音情感识别

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn

Audio classification via transfer learning

Pytorch port of Google Research's VGGish model used for extracting audio features.

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem em…

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

TensorFlow code and pre-trained models for BERT

Models and examples built with TensorFlow

Pre-Training with Whole Word Masking for Chinese BERT（中文预训练BERT-wwm）

2019科大讯飞 阿尔茨海默综合症预测挑战赛baseline

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

Implementing Attention Augmented Convolutional Networks using Pytorch

Some basic praat scripts.

Python implementation of the wavelet analysis found in Torrence and Compo (1998)