18 citations · 21 across the 4 of their papers we have counts for
4 papers
Long-term Effects of Temperature Variations on Economic Growth: A Machine Learning Approach
Eugene Kharitonov, Oksana Zakharchuk, Lin Mei
This study investigates the long-term effects of temperature variations on economic growth using a data-driven approach. Leveraging machine learning techniques, we analyze global l…
SoundStorm: Efficient Parallel Audio Generation
Zalán Borsos, Matt Sharifi, Damien Vincent +3
We present SoundStorm, a model for efficient, non-autoregressive audio generation. SoundStorm receives as input the semantic tokens of AudioLM, and relies on bidirectional attentio…
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision
Eugene Kharitonov, Damien Vincent, Zalán Borsos +6
We introduce SPEAR-TTS, a multi-speaker text-to-speech (TTS) system that can be trained with minimal supervision. By combining two types of discrete speech representations, we cast…
How BPE Affects Memorization in Transformers
Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes
Training data memorization in NLP can both be beneficial (e.g., closed-book QA) and undesirable (personal data extraction). In any case, successful model training requires a non-tr…