7 citations · 9 across the 12 of their papers we have counts for
5 papers · 1 filter
High-Resolution Speech Restoration with Latent Diffusion Model
Tushar Dhyani, Florian Lux, Michele Mancusi +3
Traditional speech enhancement methods often oversimplify the task of restoration by focusing on a single type of distortion. Generative models that handle multiple distortions fre…
Probing the Feasibility of Multilingual Speaker Anonymization
Sarina Meyer, Florian Lux, Ngoc Thang Vu
In speaker anonymization, speech recordings are modified in a way that the identity of the speaker remains hidden. While this technology could help to protect the privacy of indivi…
Controlling Emotion in Text-to-Speech with Natural Language Prompts
Thomas Bott, Florian Lux, Ngoc Thang Vu
In recent years, prompting has quickly become one of the standard ways of steering the outputs of generative machine learning models, due to its intuitive use of natural language.…
Meta Learning Text-to-Speech Synthesis in over 7000 Languages
Florian Lux, Sarina Meyer, Lyonel Behringer +5
In this work, we take on the challenging task of building a single text-to-speech synthesis system that is capable of generating speech in over 7000 languages, many of which lack s…
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training
Pavel Denisov, Ngoc Thang Vu
Recent advancements in language modeling have led to the emergence of Large Language Models (LLMs) capable of various natural language processing tasks. Despite their success in te…