xu-shihao Goto Github PK

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

at16k

Trained models for automatic speech recognition (ASR). A library to quickly build applications that require speech to text conversion.

audiomentations

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

avec2019

Baseline scripts for the Audio/Visual Emotion Challenge 2019

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome_ml_for_mental_health

A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computing. Facial expressions, speech analysis, emotion prediction, depression, interactions, psychiatry etc. etc.

bangalasr

Transformer based Bangla Speech Recognition

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bertgcn

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

big-data-class

The Summer club in Singapore

classification_with_feature_selection

Featrue selection and leave-one-out CV classification

cnocr

CnOCR: Awesome Chinese/English OCR Python toolkits based on PyTorch. It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

cntk

Microsoft deep learning

covarep

A Cooperative Voice Analysis Repository for Speech Technologies

csharp-sample-apps

sample applications using C# SDK

deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System.

deeplearning-models

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

deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

disvoice

python freamework to extract features from speech

docs

TensorFlow documentation

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

ensemble-learning

Ensemble learning based on sk-learn, where we merge the output of 5 different classifiers, and utilize cross validation grid search to optimize the hyperparameters.

espnet

End-to-End Speech Processing Toolkit

fastspeech2

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

feature-selection

Features selector based on the self selected-algorithm, loss function and validation method

ffmpeg-normalize

Audio Normalization for Python/ffmpeg

financial_report_qa

geoflamingo