Search Results for author: Joerg Bitzer

Found 6 papers, 1 papers with code

Microphone Subset Selection for the Weighted Prediction Error Algorithm using a Group Sparsity Penalty

no code implementations16 Jan 2024 Anselm Lohmann, Toon van Waterschoot, Joerg Bitzer, Simon Doclo

Reverberation can severely degrade the quality of speech signals recorded using microphones in an enclosure.

Two-Stage Voice Anonymization for Enhanced Privacy

no code implementations28 Jun 2023 Francesco Nespoli, Daniel Barreda, Joerg Bitzer, Patrick A. Naylor

In recent years, the need for privacy preservation when manipulating or storing personal data, including speech , has become a major issue.

Voice Conversion

Dereverberation in Acoustic Sensor Networks Using Weighted Prediction Error With Microphone-dependent Prediction Delays

no code implementations18 Jan 2023 Anselm Lohmann, Toon van Waterschoot, Joerg Bitzer, Simon Doclo

In the WPE algorithm, a prediction delay is required to reduce the correlation between the prediction signals and the direct component in the reference microphone signal.

Speech Dereverberation

Geometry-aware DoA Estimation using a Deep Neural Network with mixed-data input features

no code implementations9 Dec 2022 Ulrik Kowalk, Simon Doclo, Joerg Bitzer

Aiming at designing a supervised learning-based DoA estimation algorithm that generalizes well to different array geometries, in this paper we propose a geometry-aware DoA estimation algorithm.

Signal-informed DNN-based DOA Estimation combining an External Microphone and GCC-PHAT Features

no code implementations11 Jun 2022 Ulrik Kowalk, Simon Doclo, Joerg Bitzer

Aiming at estimating the direction of arrival (DOA) of a desired speaker in a multi-talker environment using a microphone array, in this paper we propose a signal-informed method exploiting the availability of an external microphone attached to the desired speaker.

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