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HPP-Voice: Speech Embeddings for Health by Yanir Marmor is a document available to read on EtoBox.
What is HPP-Voice: Speech Embeddings for Health about?
The document presents the Human Phenotype Project Voice corpus (HPP-Voice), a dataset of 7,188 recordings aimed at exploring the relationship between speech characteristics and various health conditions. It evaluates 14 modern speech embedding models, demonstrating that these embeddings outperform traditional methods in predicting health conditions like sleep apnea and asthma, with gender-specific effectiveness noted. The findings suggest that simple speech tasks can facilitate large-scale voice screening f
- Author
- Yanir Marmor
- Language
- EN