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add_noise_and_rir_to_speech icon add_noise_and_rir_to_speech

The purpose of this code base is to add a specified signal-to-noise ratio noise from MUSAN dataset to a pure speech signal and to generate far-field speech data using room impulse response data from BUT Speech@FIT Reverb Database.

audio icon audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audio-snr icon audio-snr

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

dns-challenge-2020 icon dns-challenge-2020

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

honk icon honk

PyTorch implementations of neural network models for keyword spotting

kaldi-io-for-python icon kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

kaldifeat icon kaldifeat

Kaldi-compatible online & offline feature extraction with PyTorch, supporting CUDA, batch processing, chunk processing, and autograd - Provide C++ & Python API

kws_pytorch icon kws_pytorch

Keyword spotting, Speech wake_up, by pytorch, DNN, CNN, TDNN, DFSMN, LSTM

lite.ai.toolkit icon lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv5. MNN, NCNN, TNN, ONNXRuntime.

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

pytorch-kaldi icon pytorch-kaldi

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 are performed with the kaldi toolkit.

shennong icon shennong

A Python toolbox for speech features extraction

switch-cuda icon switch-cuda

A simple bash script for switching between installed versions of CUDA.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

wekws icon wekws

Production First and Production Ready End-to-End Keyword Spotting Toolkit

wenet icon wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

wespeaker icon wespeaker

Research and Production Oriented Speaker Recognition Toolkit

z3 icon z3

The Z3 Theorem Prover

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