Stars
List of articles related to deep learning applied to music
asynchronous fifo based on verilog
5 stage pipeline, single cycle risc-V implementation
Using Xilinx tools, the Unet architecture will be implemented and optimized for FPGA use. Some convolution-transposed conv sub-parts of the network are being accelerated.
Lightweight signal processing library for audio and speech applications
Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database
WebRTC plugin for Flutter Mobile/Desktop/Web
Audio/Speech/Acoustic based Digital Signal Processing
Multiple DOA estimation & delay-and-sum beamforming
This thesis applies an autoencoder deep neural network to the multichannel speech enhancement problem. It takes the problem from dataset generation to the model training
multichannel linear filters based on mask estimation neural networks for CHiME4
Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation
cpuimage / rnnoise
Forked from xiph/rnnoiseRecurrent neural network for audio noise reduction
A python implementation of “Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization” [TASLP 2021]
A Track-Wise Ensemble Event Independent Network for 3D Polyphonic Sound Event Localization and Detection
A two-stage polyphonic sound event detection and localization method for both SED and DOA.
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).
Data generator for creating synthetic audio mixtures suitable for DCASE Challenge 2022 Task 3