Search Results for author: Julia Koch

Found 7 papers, 5 papers with code

The IMS Toucan System for the Blizzard Challenge 2023

1 code implementation26 Oct 2023 Florian Lux, Julia Koch, Sarina Meyer, Thomas Bott, Nadja Schauffler, Pavel Denisov, Antje Schweitzer, Ngoc Thang Vu

For our contribution to the Blizzard Challenge 2023, we improved on the system we submitted to the Blizzard Challenge 2021.

Low-Resource Multilingual and Zero-Shot Multispeaker TTS

1 code implementation21 Oct 2022 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 generally not feasible for the vast majority of the world's over 6, 000 spoken languages.

Meta-Learning Voice Cloning

Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy

1 code implementation13 Oct 2022 Sarina Meyer, Pascal Tilli, Pavel Denisov, Florian Lux, Julia Koch, Ngoc Thang Vu

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.

Generative Adversarial Network

Speaker Anonymization with Phonetic Intermediate Representations

1 code implementation11 Jul 2022 Sarina Meyer, Florian Lux, Pavel Denisov, Julia Koch, Pascal Tilli, Ngoc Thang Vu

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 transcriptions and anonymized speaker embeddings.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Exact Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech

2 code implementations24 Jun 2022 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.