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Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
The official repository of Dynamic-SUPERB.
[INTERSPEECH 2023 Best Paper Shortlist] Official implementation for MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets
INTERSPEECH 2023: "DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models"
Official code for Interspeech 2023 paper "Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering"
Self-Supervised Speech Pre-training and Representation Learning Toolkit
Official code repository of the paper Learning Associative Inference Using Fast Weight Memory by Schlag et al.
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Automatic differentiation with weighted finite-state transducers.
Automatic differentiation with weighted finite-state transducers.
Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch
A curated list of awesome self-supervised methods
An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up processing, and attention (consensus between columns), for emerg…
Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
PyTorch implementation of "Jasper: An End-to-End Convolutional Neural Acoustic Model" (INTERSPEECH 2019)
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Towards hot directions in industrial end to end speech recognition
A beautiful, simple, clean, and responsive Jekyll theme for academics
Neural Turing Machines (NTM) - PyTorch Implementation
Code for the paper "Improved Techniques for Training GANs"
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
pytorch implementation of Domain-Adversarial Training of Neural Networks
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.