TParcollet
Research Scientist at Samsung AI Cambridge — Affiliated Lecturer at the University of Cambridge — Associate Professor on leave at the University of Avignon
Samsung AI CambridgeUnited-Kingdom
Pinned Repositories
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Pytorch-Quaternion-Neural-Networks
This repository is an update to all previous repositories with implementations of various Quaternion-valued Neural Networks in PyTorch
Quaternion-Convolutional-Neural-Networks-for-End-to-End-Automatic-Speech-Recognition
This is the code for the paper 'Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition'. It provides all the Keras classes to run a Quaternion Convolutional NN.
speechbrain
A PyTorch-based Speech Toolkit
4-Bits-Parity-Check-An-Overview-With-Complex-And-Quaternions
A comparison of Real, Complex, and Quaternions valued neurons to solve the 4 Bits parity check.
E2E-SincNet
E2E-SincNet: Toward fully end-to-end speech recognition
nlp-practical-1-2022
Quaternion-Neural-Networks
This is the updated version of https://github.com/Orkis-Research/Pytorch-Quaternion-Neural-Networks
speechbrain
A PyTorch-based Speech Toolkit
Tutoriel-Graph-Neural-Networks
Introduction à l'implementation des GNNs via PyTorch Geometric et Jupyter
TParcollet's Repositories
TParcollet/E2E-SincNet
E2E-SincNet: Toward fully end-to-end speech recognition
TParcollet/Quaternion-Neural-Networks
This is the updated version of https://github.com/Orkis-Research/Pytorch-Quaternion-Neural-Networks
TParcollet/Tutoriel-Graph-Neural-Networks
Introduction à l'implementation des GNNs via PyTorch Geometric et Jupyter
TParcollet/4-Bits-Parity-Check-An-Overview-With-Complex-And-Quaternions
A comparison of Real, Complex, and Quaternions valued neurons to solve the 4 Bits parity check.
TParcollet/nlp-practical-1-2022
TParcollet/speechbrain
A PyTorch-based Speech Toolkit
TParcollet/end-to-end-SLU
PyTorch code for end-to-end spoken language understanding (SLU) with ASR-based transfer learning
TParcollet/api-inference-community
TParcollet/knowledge-representation-2022
TParcollet/model_card
TParcollet/NeMo
Neural Modules: a toolkit for conversational AI
TParcollet/pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
TParcollet/Pytorch-Quaternion-Neural-Networks
This repository is an update to all previous repositories with implementations of various Quaternion-valued Neural Networks in PyTorch
TParcollet/speechbrain-released
A PyTorch-based Speech Toolkit
TParcollet/sphinx-markdown-sample
Markdown based sphinx the documentation generator sample
TParcollet/sphinx-with-markdown
This is an exploration of using Sphinx with Markdown
TParcollet/SummaryMixing
This repository implements SummaryMixing, a simpler, faster and much cheaper replacement to self-attention for automatic speech recognition (see: https://arxiv.org/abs/2307.07421). The code is ready to be used with the SpeechBrain toolkit).
TParcollet/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.