Yuriy Perezhohin's picture

Building on HF

Yuriy Perezhohin PRO

yuriyvnv

·

https://scholar.google.com/citations?user=I5uzFtwAAAAJ&hl=en

AI & ML interests

Automatic Speech Recognition, Embeddings, Code Generation, Synthetic Data Generation and Filtering

Recent Activity

posted an update 6 days ago

📄 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. 📦 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

updated a collection 6 days ago

Multi-Modal Embeddings for Synthetic Transcript Filtering

updated a collection 6 days ago

Multi-Modal Embeddings for Synthetic Transcript Filtering

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Organizations

upvoted a paper about 2 months ago

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Paper • 2504.12330 • Published Apr 13, 2025 • 1

upvoted a collection 8 months ago

Whisper Models Dutch Language

This repo contains Dutch Whisper models finetuned on CV and other synthetic data, with different filtering options • 11 items • Updated Sep 16, 2025 • 3

upvoted a collection 10 months ago

Whisper Models Portuguese Language

This Repo contains Whisper models trained on subsets of data like Common Voice 17(CV_17), Synthetic(Generated by OpenAI) + CV17 and Synthetic Only. • 13 items • Updated Mar 2 • 2

upvoted a collection about 1 year ago

Parallel Sentences Datasets

These datasets all have "english" and "non_english" columns for numerous datasets. They can be used to make embedding models multilingual. • 14 items • Updated Dec 10, 2025 • 23

upvoted a paper over 1 year ago

Seamless: Multilingual Expressive and Streaming Speech Translation

Paper • 2312.05187 • Published Dec 8, 2023 • 14