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A consolidated perspective on multimicrophone speech enhancement and source separation
Speech enhancement and separation are core problems in audio signal processing, with
commercial applications in devices as diverse as mobile phones, conference call systems …
commercial applications in devices as diverse as mobile phones, conference call systems …
Egocentric auditory attention localization in conversations
In a noisy conversation environment such as a dinner party, people often exhibit selective
auditory attention, or the ability to focus on a particular speaker while tuning out others …
auditory attention, or the ability to focus on a particular speaker while tuning out others …
Egocentric deep multi-channel audio-visual active speaker localization
Augmented reality devices have the potential to enhance human perception and enable
other assistive functionalities in complex conversational environments. Effectively capturing …
other assistive functionalities in complex conversational environments. Effectively capturing …
Self-motion as supervision for egocentric audiovisual localization
Sound source localization is a key requirement for many assistive applications of
augmented reality, such as speech enhancement. In conversational settings, potential …
augmented reality, such as speech enhancement. In conversational settings, potential …
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 …
Rethinking audio-visual synchronization for active speaker detection
Active speaker detection (ASD) systems are important modules for analyzing multi-talker
conversations. They aim to detect which speakers or none are talking in a visual scene at …
conversations. They aim to detect which speakers or none are talking in a visual scene at …
Audio-Visual Speaker Diarization: Current Databases, Approaches and Challenges
Nowadays, the large amount of audio-visual content available has fostered the need to
develop new robust automatic speaker diarization systems to analyse and characterise it …
develop new robust automatic speaker diarization systems to analyse and characterise it …
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 …
Multimodal egocentric analysis of focused interactions
Continuous detection of social interactions from wearable sensor data streams has a range
of potential applications in domains, including health and social care, security, and assistive …
of potential applications in domains, including health and social care, security, and assistive …
Gaussian mixture estimation from weighted samples
We consider estimating the parameters of a Gaussian mixture density with a given number
of components best representing a given set of weighted samples. We adopt a density …
of components best representing a given set of weighted samples. We adopt a density …