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:
- Feature extractor for DL speech processing.☆66Updated 3 years ago
- Official Implementation of Mockingjay in Pytorch☆56Updated 2 years ago
- Code base for WaveTransformer: A novel architecture for automated audio captioning☆44Updated 4 years ago
- Emotion detection in audio utilising self-supervised representations trained with Contrastive Predictive Coding (CPC).☆43Updated 3 years ago
- A new metric for evaluating end-to-end speech recognition and disfluency removal systems☆19Updated 4 years ago
- follow NVIDIA, simplify it and support data parallel.☆13Updated 5 years ago
- BERT and LSTM baseline models of the ZeroSpeech Challenge 2021☆60Updated 2 years ago
- This repository describes our reproducible framework for assessing self-supervised representation learning from speech☆51Updated 3 years ago
- Enable RNNLM lattice rescoring with Pytorch [kaldi]☆12Updated 5 years ago
- MaSS - Multilingual corpus of Sentence-aligned Spoken utterances☆50Updated 11 months ago
- Mispronunciation detection code for jingju singing voice☆20Updated 6 years ago
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated last year
- The official repository for Audio ALBERT☆67Updated 3 years ago
- Implementation of "FastSpeech: Fast, Robust and Controllable Text to Speech"☆64Updated 2 years ago
- Text to Speech Synthesis based on controllable latent representation☆14Updated 6 years ago
- asr2k☆52Updated last year
- Multilingual and code-switching ASR challenges for low resource Indian languages.☆21Updated 4 years ago
- PyTorch implementation of automatic speech recognition models.☆38Updated 4 years ago
- Official PyTorch implementation of TTS Style Transfer☆24Updated 3 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 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
- 🏥 🎤 The largest clinical study in the world to collect voice data labeled with health information (N>6,000 participants, 48 utterances…☆29Updated 4 months ago
- Pre-training Cross-modal Transformer for Audio-and-Language Representations☆39Updated 4 years ago
- ASR project with pytorch-lightning☆20Updated 5 months ago
- A repository comprising of code for generation of noisy speech data from clean data using deep learning methods☆14Updated 4 years ago
- An implementation of RNN-Transducer loss in TF-2.0.☆45Updated 2 years ago
- PyTorch implementation of Listen Attend and Spell Automatic Speech Recognition (ASR).☆38Updated 6 years ago
- A PyTorch 1.0 implementation of the convolutions described in SincNet☆33Updated 6 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- Unsupervised spoken sentence embeddings☆14Updated 2 years ago