297 citations · 470 across the 13 of their papers we have counts for
5 papers · 1 filter
Scaling Speech Technology to 1,000+ Languages
Vineel Pratap, Andros Tjandra, Bowen Shi +13
Expanding the language coverage of speech technology has the potential to improve access to information for many more people. However, current speech technology is restricted to ab…
Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling
Amitay Sicherman, Yossi Adi
This work profoundly analyzes discrete self-supervised speech representations (units) through the eyes of Generative Spoken Language Modeling (GSLM). Following the findings of such…
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation
Wen-Chin Huang, Benjamin Peloquin, Justine Kao +6
Expressive speech-to-speech translation (S2ST) aims to transfer prosodic attributes of source speech to target speech while maintaining translation accuracy. Existing research in e…
Sequence Segmentation Using Joint RNN and Structured Prediction Models
Yossi Adi, Joseph Keshet, Emily Cibelli +1
We describe and analyze a simple and effective algorithm for sequence segmentation applied to speech processing tasks. We propose a neural architecture that is composed of two modu…
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks
Yossi Adi, Einat Kermany, Yonatan Belinkov +2
There is a lot of research interest in encoding variable length sentences into fixed length vectors, in a way that preserves the sentence meanings. Two common methods include repre…