chorowski-lab / CPC_audio
An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.
☆10Updated 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
- Implementation of multi-level Contrastive Predictive Coding (CPC) methods☆19Updated 2 years ago
- Vector Quantized Autoregressive Predictive Coding (VQ-APC)☆36Updated 4 years ago
- (SLT 2024) Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition☆11Updated 6 months ago
- ☆15Updated 4 years ago
- Official codes for the paper "Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech"☆27Updated 3 years ago
- Transformer-based visually grounded speech models☆19Updated 2 years ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆88Updated 2 years ago
- WaveNet auto-ancoders for ZeroSpeech challenge 2020☆37Updated 3 years ago
- Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".☆13Updated 2 years ago
- ☆36Updated 4 years ago
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated last year
- Learning and controlling the source-filter representation of speech with a variational autoencoder☆45Updated 2 years ago
- ☆36Updated 2 years ago
- A minimal Pytorch Implementation of Stochastically Quantized Variational AutoEncoder (SQ-VAE) by Sony☆31Updated last year
- [NeurIPS 2022] "Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Spee…☆16Updated last year
- Code for the paper: How Much Context Does My Attention-Based ASR System Need?☆11Updated last week
- a pytorch implementation of Google GEDLoss☆32Updated 4 years ago
- DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning☆49Updated last year
- ☆18Updated 3 years ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆41Updated last year
- Official implementation of DGP-based multi-speaker speech synthesis with PyTorch☆24Updated 4 years ago
- Contains code for Deep Self Supervised Heirarchical Clustering for Speaker Diarization☆17Updated 3 years ago
- Unsupervised phone and word segmentation using dynamic programming on self-supervised VQ features.☆37Updated last year
- ☆26Updated 4 years ago
- Multipurpose Multi Speaker Mixture Signal Generator☆44Updated 3 months ago
- Codes for paper <InteL-VAEs: Adding Inductive Biases to VariationalAuto-Encoders via Intermediary Latents>.☆19Updated 3 years ago
- Text to Speech Synthesis based on controllable latent representation☆14Updated 5 years ago
- (Interspeech 2023 & ICASSP 2024) Official repository for ARMHuBERT and STaRHuBERT☆39Updated 8 months ago
- ☆14Updated 2 years ago
- Representation learning for NLP @ JSALT19☆38Updated 4 years ago