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scirac's Projects

aec icon aec

Acoustic Echo Cancellation with LMS/RLS (基于LMS/RLS的自适应回声抵消)

aimet icon aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

cmsis-dsp icon cmsis-dsp

CMSIS-DSP embedded compute library for Cortex-M and Cortex-A

deepxi icon deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2. For speech enhancement and robust ASR.

dtln icon dtln

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

kissfft icon kissfft

a Fast Fourier Transform (FFT) library that tries to Keep it Simple, Stupid

nkf-aec icon nkf-aec

Acoustic Echo Cancellation with Nerual Kalman Filtering

nnom icon nnom

A higher-level Neural Network library for microcontrollers.

pyaec icon pyaec

simple and efficient python implemention of a series of adaptive filters. including time domain adaptive filters(lms、nlms、rls、ap、kalman)、nonlinear adaptive filters(volterra filter、functional link adaptive filters)、frequency domain adaptive filters(frequency domain adaptive filter、frequency domain kalman filter) for acoustic echo cancellation.

rnnoise icon rnnoise

Recurrent neural network for audio noise reduction

sndfilter icon sndfilter

Algorithms for sound filters, like reverb, dynamic range compression, lowpass, highpass, notch, etc

tflite-micro icon tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

wav-aec icon wav-aec

Applying webrtc's acoustic echo cancellation (AEC) to audio files

webrtc_voiceengine icon webrtc_voiceengine

This is the Wrapper Library for WebRTC Voice Engine. Including Acoustic Echo Cancellation (AEC), Noise Suppression (NS), VAD (Voice Active Detection) and so on.

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