7 citations · 19 across the 18 of their papers we have counts for
7 papers · 1 filter
Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis
Florian Lux, Ching-Yi Chen, Ngoc Thang Vu
Embedding paralinguistic properties is a challenging task as there are only a few hours of training data available for domains such as emotional speech. One solution to this proble…
Low-Resource Multilingual and Zero-Shot Multispeaker TTS
Florian Lux, Julia Koch, Ngoc Thang Vu
While neural methods for text-to-speech (TTS) have shown great advances in modeling multiple speakers, even in zero-shot settings, the amount of data needed for those approaches is…
Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy
Sarina Meyer, Pascal Tilli, Pavel Denisov +3
In order to protect the privacy of speech data, speaker anonymization aims for hiding the identity of a speaker by changing the voice in speech recordings. This typically comes wit…
Speaker Anonymization with Phonetic Intermediate Representations
Sarina Meyer, Florian Lux, Pavel Denisov +3
In this work, we propose a speaker anonymization pipeline that leverages high quality automatic speech recognition and synthesis systems to generate speech conditioned on phonetic…
PoeticTTS -- Controllable Poetry Reading for Literary Studies
Julia Koch, Florian Lux, Nadja Schauffler +6
Speech synthesis for poetry is challenging due to specific intonation patterns inherent to poetic speech. In this work, we propose an approach to synthesise poems with almost human…
Exact Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech
Florian Lux, Julia Koch, Ngoc Thang Vu
The cloning of a speaker's voice using an untranscribed reference sample is one of the great advances of modern neural text-to-speech (TTS) methods. Approaches for mimicking the pr…
Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features
Florian Lux, Ngoc Thang Vu
While neural text-to-speech systems perform remarkably well in high-resource scenarios, they cannot be applied to the majority of the over 6,000 spoken languages in the world due t…