facebookresearch / CPC_audio
An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.
☆358Updated 3 years ago
Alternatives and similar repositories for CPC_audio:
Users that are interested in CPC_audio are comparing it to the libraries listed below
- Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning☆185Updated 5 years ago
- PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]☆268Updated 5 years ago
- Problem Agnostic Speech Encoder☆440Updated last year
- Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion☆142Updated 4 years ago
- Wavenet Autoencoder for Unsupervised speech representation learning (after Chorowski, Jan 2019)☆174Updated 4 years ago
- A fast, high-quality neural vocoder.☆279Updated last year
- A library for speech data augmentation in time-domain☆655Updated 3 years ago
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆358Updated last year
- Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation (INTERSPEECH 2020)☆139Updated 2 years ago
- A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" (see recipes in aps framework https:/…☆209Updated last year
- An STFT/iSTFT for PyTorch.☆355Updated last year
- VQ-VAE for Acoustic Unit Discovery and Voice Conversion☆333Updated last year
- An official reimplementation of the method described in the INTERSPEECH 2021 paper - Speech Resynthesis from Discrete Disentangled Self-S…☆400Updated last year
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆209Updated last year
- Mel cepstral distortion (MCD) computations in python.☆220Updated 7 years ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆493Updated 3 years ago
- A CRF-based ASR Toolkit☆328Updated 6 months ago
- UniSpeech - Large Scale Self-Supervised Learning for Speech☆449Updated 10 months ago
- Audio transformations library for PyTorch☆230Updated 2 years ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆374Updated 2 years ago
- Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.☆403Updated 3 years ago
- A PyTorch implementation of Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis☆366Updated 2 years ago
- Time delay neural network (TDNN) implementation in Pytorch using unfold method☆199Updated 5 years ago
- ☆293Updated 4 years ago
- Conditional Diffusion Probabilistic Model for Speech Enhancement☆224Updated 2 years ago
- Implementation of "MOSNet: Deep Learning based Objective Assessment for Voice Conversion"☆351Updated 7 months ago
- [InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei …☆207Updated 2 years ago
- A pure python module for reading and writing kaldi ark files☆252Updated last year
- ☆185Updated 9 months ago
- Code to train and run Blow☆143Updated 5 years ago