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Name: oc1927
Type: User
Company: National Tsing Hua University
Bio: Audio signal processing
Location: Taipei, Taiwan
Name: oc1927
Type: User
Company: National Tsing Hua University
Bio: Audio signal processing
Location: Taipei, Taiwan
A self-supervised learning framework for audio-visual speech
Noise supression using deep filtering
(For 16kHz audio only) Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.
Expressive Anechoic Recordings of Speech (EARS)
This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.
Unofficial PyTorch implementation of Google AI's VoiceFilter system
Direct design of biquad filter cascades with deep learning by sampling random polynomials.
CNN-based audio segmentation toolkit. Allows to detect speech, music and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
Official code for "Learning Neural Acoustic Fields"
A C library for reading and writing sound files containing sampled audio data.
Learn make by example
Impulse response generation based on state-of-the-art geometric sound propagation engine.
Image-source method for room acoustics
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
Generating room impulse responses
A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.
Speech Denoising with Deep Feature Losses
Telecom Electroacoustic Audio Lab Website
This project is not under active development. Hybrid waveguide and raytracer for room acoustics on the GPU
Command-line program to download videos from YouTube.com and other video sites
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.