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100-days-of-ml-code

100 Days of ML Coding

aiortc

WebRTC and ORTC implementation for Python using asyncio

asr_preprocessing

Python implementation of pre-processing for End-to-End speech recognition

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

audio-recognition

audio_recognition

Audio fingerprinting and recognition in C++

audio_record_mfcc_spectrum

audiofingerprinting

Audio Fingerprinting application for Android

audionet

Training and deploying a deep learning model for audio recognition via Keras(front_end) and TensorFlow(back_end).

awesome-llmops

Awesome series for LLMOps

caffe

Caffe: a fast open framework for deep learning.

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cef_parser

Basic CEF parser written in Python

ctc-speech-recognition

This is a working example of using CTC for phone recognition on TIMIT

ctc_pytorch

CTC end -to-end ASR for timit and 863 corpus.

deepspeech

End-to-end speech recognition using distributed TensorFlow.

donateacry-corpus

An infant cry audio corpus that's being built through the Donate-a-cry campaign - see http://donateacry.com

grace

LLM-based chatbot capable of interfacing with external systems for knowledge retrieval and command execution

horace

LLM chatbot server with ChatGPT plugins

indic_nlp_resources

Resources to go with the Indic NLP Library

kaldi-gstreamer-server

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

librealsense

Intel® RealSense™ SDK

llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

ollama

Get up and running with Llama 2 and other large language models locally

pipes

Acoustic fingerprinting experiments.

python-vad

🔈 Use python to achieve voice activity detection, this little program may be helpful for voice application

quillman

A chat app that transcribes audio in real-time, streams back a response from a language model, and synthesizes this response as natural-sounding speech.

sonopy

A simple audio feature extraction library

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

speech_emotion_recognition

End-to-end speech emotion recognition