facebookresearch / CPC_audioLinks
An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.
☆367Updated 4 years ago
Alternatives and similar repositories for CPC_audio
Users that are interested in CPC_audio are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]☆269Updated 6 years ago
- Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning☆188Updated 5 years ago
- Wavenet Autoencoder for Unsupervised speech representation learning (after Chorowski, Jan 2019)☆176Updated 5 years ago
- Problem Agnostic Speech Encoder☆444Updated 2 years ago
- An STFT/iSTFT for PyTorch.☆367Updated 2 years ago
- Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation (INTERSPEECH 2020)☆143Updated 3 years ago
- A library for speech data augmentation in time-domain☆679Updated 4 years ago
- Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion☆143Updated 5 years ago
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆225Updated 2 years ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆499Updated 4 years ago
- A fast, high-quality neural vocoder.☆295Updated 2 years ago
- A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.☆136Updated 5 years ago
- [InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei …☆209Updated 3 years ago
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆375Updated 2 years ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆410Updated 3 years ago
- Authors' implementation of DeepSpeech Distances.☆130Updated 5 years ago
- A pure python module for reading and writing kaldi ark files☆267Updated 9 months ago
- VQ-VAE for Acoustic Unit Discovery and Voice Conversion☆340Updated 2 years ago
- Audio transformations library for PyTorch☆233Updated 3 years ago
- PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)☆81Updated 7 years ago
- A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" (see recipes in aps framework https:/…☆218Updated 2 years ago
- Repo associated to the DESED dataset, download and creation of data☆142Updated last year
- Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.☆405Updated 4 years ago
- Pytorch implementation of Generalized End-to-End Loss for speaker verification☆87Updated 6 years ago
- Code to train and run Blow☆145Updated 6 years ago
- Time delay neural network (TDNN) implementation in Pytorch using unfold method☆203Updated 6 years ago
- Implementation of "Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis"☆169Updated 2 years ago
- UniSpeech - Large Scale Self-Supervised Learning for Speech☆474Updated last year
- Mel cepstral distortion (MCD) computations in python.☆228Updated 8 years ago
- ☆196Updated last year