The LOCATA challenge data corpus for acoustic source localization and tracking
Algorithms for acoustic source localization and tracking are essential for a wide range of
applications such as personal assistants, smart homes, tele-conferencing systems, hearing …
applications such as personal assistants, smart homes, tele-conferencing systems, hearing …
Catch me if you hear me: Audio-visual navigation in complex unmapped environments with moving sounds
Audio-visual navigation combines sight and hearing to navigate to a sound-emitting source
in an unmapped environment. While recent approaches have demonstrated the benefits of …
in an unmapped environment. While recent approaches have demonstrated the benefits of …
Data-driven multi-microphone speaker localization on manifolds
Speech enhancement is a core problem in audio signal processing with commercial
applications in devices as diverse as mobile phones, conference call systems, smart …
applications in devices as diverse as mobile phones, conference call systems, smart …
Direction of arrival estimation for reverberant speech based on enhanced decomposition of the direct sound
Direction of arrival (DOA) estimation for speech sources is an important task in audio signal
processing. This task becomes a challenge in reverberant environments, which are typical to …
processing. This task becomes a challenge in reverberant environments, which are typical to …
Acoustic simultaneous localization and map** (a-SLAM) of a moving microphone array and its surrounding speakers
Acoustic scene map** creates a representation of positions of audio sources such as
talkers within the surrounding environment of a microphone array. By allowing the array to …
talkers within the surrounding environment of a microphone array. By allowing the array to …
Online localization and tracking of multiple moving speakers in reverberant environments
We address the problem of online localization and tracking of multiple moving speakers in
reverberant environments. This paper has the following contributions. We use the direct-path …
reverberant environments. This paper has the following contributions. We use the direct-path …
Tracking time differences of arrivals of multiple sound sources in the presence of clutter and missed detections
Acoustic line transect surveys are often used in combination with visual methods to estimate
the abundance of marine mammal populations. These surveys typically use towed linear …
the abundance of marine mammal populations. These surveys typically use towed linear …
A hybrid approach for speaker tracking based on TDOA and data-driven models
The problem of speaker tracking in noisy and reverberant enclosures is addressed in this
paper. We present a hybrid algorithm, combining traditional tracking schemes with a new …
paper. We present a hybrid algorithm, combining traditional tracking schemes with a new …
Blind separation for multiple moving sources with labeled random finite sets
This paper proposes a novel solution for separating an unknown and time-varying number
of moving acoustic sources in a blind setting using multiple microphone arrays. A standard …
of moving acoustic sources in a blind setting using multiple microphone arrays. A standard …
Acoustic self-awareness of autonomous systems in a world of sounds
A Schmidt, HW Löllmann… - Proceedings of the …, 2020 - ieeexplore.ieee.org
Autonomous systems (ASs) operating in real-world environments are exposed to a plurality
and diversity of sounds that carry a wealth of information for perception in cognitive dynamic …
and diversity of sounds that carry a wealth of information for perception in cognitive dynamic …