facebookresearch / flashy
Framework for writing deep learning training loops. Lightweight, and retaining full freedom to design as you see fits. It handles checkpointing, logging, distributed, compatibility with Dora, and more!
☆106Updated 10 months ago
Alternatives and similar repositories for flashy:
Users that are interested in flashy are comparing it to the libraries listed below
- A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.☆65Updated 2 years ago
- A collection of useful audio datasets and transforms for PyTorch.☆138Updated last year
- My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation☆82Updated 3 months ago
- A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.☆84Updated last year
- Implementation of DiffWave and SaShiMi audio generation models☆118Updated last year
- Implementation of a Light Recurrent Unit in Pytorch☆48Updated 3 months ago
- Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch☆86Updated last year
- Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experimen…☆279Updated last year
- Audiogen Codec☆130Updated 6 months ago
- ☆63Updated 5 months ago
- The demo page of UniAudio☆34Updated 11 months ago
- PyTorch wrappers for using your model in audacity!☆172Updated last year
- GOMIN; Gaudio Open Mel-spectrogram Inversion Network☆110Updated last year
- SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model, Accepted to IEEE SLT 2022☆111Updated 2 years ago
- ☆31Updated 2 years ago
- ☆15Updated 2 years ago
- ☆84Updated 9 months ago
- A collection of pre-trained audio models, in PyTorch.☆112Updated 2 years ago
- Official code for Wav2Seq☆96Updated 2 years ago
- Song Describer is a data collection platform for annotating music with textual descriptions.☆58Updated last month
- An espeak-compatible, permissively-licensed IPA phonemizer (G2P) based on DeepPhonemizer. Usable as a drop-in replacement for espeak's GP…☆90Updated 3 months ago
- ☆22Updated 3 months ago
- Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'☆92Updated 6 months ago
- A repository for benchmarking neural vocoders by their quality and speed.☆208Updated 2 weeks ago
- PyTorch implementation of Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.☆223Updated 3 months ago
- PyTorch Dataset for Speech and Music audio☆73Updated 6 months ago
- A collection of audio autoencoders, in PyTorch.☆39Updated last year
- Blazing fast data loading with HuggingFace Dataset and Ray Data☆15Updated last year
- A novel diffusion-based model for synthesizing long-context, high-fidelity music efficiently.☆194Updated last year
- Facestar dataset. High quality audio-visual recordings of human conversational speech.☆105Updated 2 years ago