clam004 / unsupervised-speech-representation-learningLinks
This is a intuitive explanation of Representation Learning with Contrastive Predictive Coding using code provided by jefflai108 that uses CPC to learn representations of sound files for the purpose of speech recognition
☆10Updated 4 years ago
Alternatives and similar repositories for unsupervised-speech-representation-learning
Users that are interested in unsupervised-speech-representation-learning are comparing it to the libraries listed below
Sorting:
- Official Implementation of Mockingjay in Pytorch☆56Updated 2 years ago
- BERT and LSTM baseline models of the ZeroSpeech Challenge 2021☆60Updated 2 years ago
- Feature extractor for DL speech processing.☆66Updated 3 years ago
- A new metric for evaluating end-to-end speech recognition and disfluency removal systems☆19Updated 4 years ago
- This repository describes our reproducible framework for assessing self-supervised representation learning from speech☆51Updated 4 years ago
- Enable RNNLM lattice rescoring with Pytorch [kaldi]☆12Updated 5 years ago
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated last year
- Analysis and investigating the confounding effect of accents in end-to-end Automatic Speech Recognition models.☆15Updated 5 years ago
- Emotion detection in audio utilising self-supervised representations trained with Contrastive Predictive Coding (CPC).☆43Updated 3 years ago
- Rescoring methods for end-to-end Automatic Speech Recognition☆27Updated 5 years ago
- The Additive Margin SincNet (AM-SincNet) is a new approach for speaker recognition problems which is based in the neural network architec…☆45Updated 2 years ago
- Pre-training Cross-modal Transformer for Audio-and-Language Representations☆38Updated 4 years ago
- Multilingual and code-switching ASR challenges for low resource Indian languages.☆21Updated 4 years ago
- Code for DeCoAR (ICASSP 2020) and BERTphone (Odyssey 2020)☆103Updated 2 years ago
- A PyTorch 1.0 implementation of the convolutions described in SincNet☆33Updated 6 years ago
- MaSS - Multilingual corpus of Sentence-aligned Spoken utterances☆50Updated last year
- The Pytorch implementation of paper: Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training☆42Updated 9 months ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- asr2k☆52Updated last year
- follow NVIDIA, simplify it and support data parallel.☆13Updated 6 years ago
- Kaldi style neural network training in pytorch for use in place of nnet3 in Kaldi.☆26Updated last year
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Updated 4 years ago
- [ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Z…☆32Updated 3 years ago
- Code base for WaveTransformer: A novel architecture for automated audio captioning☆44Updated 4 years ago
- The official repository for Audio ALBERT☆67Updated 3 years ago
- Official codes for the paper "Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech"☆27Updated 3 years ago
- ABX and kaldi experiments on speech corpora made easy☆33Updated last year
- Keras-based python framework to compute phonological posterior probabilities from audio files☆43Updated 2 years ago
- Transformer implementation speciaized in speech recognition tasks using Pytorch.☆64Updated 3 years ago
- Source code of paper <End-to-End Language Diarization for Bilingual Code-switching Speech>☆19Updated 3 years ago