Hugging Face's logo
Bram Vanroy's picture
103 25 182

Bram Vanroy PRO

BramVanroy
haseebtariq's profile picture edilson09's profile picture samusenps's profile picture
Ā·
https://bramvanroy.github.io/

AI & ML interests

Artificial intelligence, natural language processing, computational linguistics

Recent Activity

updated a dataset about 20 hours ago
BramVanroy/finewiki-nl-30-to-24k-tokens
updated a Space 5 days ago
BramVanroy/mateo-demo
reacted to yuriyvnv's post with šŸ”„ 5 days ago
šŸ“„ The WAVe paper is officially out in the Information Sciences Journal. You saw the PT and NL model releases earlier this year. This is the peer-reviewed paper behind them, with the full method, ablations, and downstream ASR evaluation. Quick recap: WAVe is a 1B multimodal embedding model that filters synthetic speech at the word level, not the sentence level. On Portuguese ASR it cuts training steps by 34%, improves cross-domain generalization by 50%, and matches WER with 30% less synthetic data. šŸ“¦ Resources - Paper: https://www.sciencedirect.com/science/article/pii/S0020025526005220 - PT model: https://huggingface.co/yuriyvnv/WAVe-1B-Multimodal-PT - NL model: https://huggingface.co/yuriyvnv/WAVe-1B-Multimodal-NL - Collection: https://huggingface.co/collections/yuriyvnv/multi-modal-embeddings-for-synthetic-transcript-filtering - Code: https://github.com/yuriyvnv/WAVe If you train ASR on synthetic or back-translated data, would like to see WAVe benchmarked on other languages. @reach-vb @ylacombe @hf-audio @BramVanroy #speech #asr #multimodal #syntheticdata #lowresource
View all activity

Organizations

Language and Translation Technology Team's profile picture BigScience Workshop's profile picture How to teach Hugging Face?'s profile picture Hugging Face Fellows's profile picture Blog-explorers's profile picture HPLT's profile picture ZeroGPU Explorers's profile picture TENACITY's profile picture signon-project's profile picture Occiglot's profile picture Social Post Explorers's profile picture Instituut voor de Nederlandse Taal's profile picture Hugging Face Discord Community's profile picture Networks of Ideas and Knowledge in the Ancient World's profile picture Instituut voor de Nederlandse Taal / Dutch Language Institute's profile picture ml-fw-prerelease's profile picture ModernBERT-NL's profile picture