A probabilistic model for robust localization based on a binaural auditory front-end

T May, S Van De Par… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Although extensive research has been done in the field of machine-based localization, the
degrading effect of reverberation and the presence of multiple sources on localization …

Vision-guided robot hearing

X Alameda-Pineda, R Horaud - The International Journal of …, 2015 - journals.sagepub.com
Natural human–robot interaction (HRI) in complex and unpredictable environments is
important with many potential applications. While vision-based HRI has been thoroughly …

[图书][B] A psychoacoustic engineering approach to machine sound source separation in reverberant environments

C Hummersone - 2011 - search.proquest.com
Reverberation continues to present a major problem for sound source separation
algorithms, due to its corruption of many of the acoustical cues on which these algorithms …

Conjugate mixture models for clustering multimodal data

V Khalidov, F Forbes, R Horaud - Neural Computation, 2011 - ieeexplore.ieee.org
The problem of multimodal clustering arises whenever the data are gathered with several
physically different sensors. Observations from different modalities are not necessarily …

A speech fragment approach to localising multiple speakers in reverberant environments

H Christensen, N Ma, SN Wrigley… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
Sound source localisation cues are severely degraded when multiple acoustic sources are
active in the presence of reverberation. We present a binaural system for localising …

Finding audio-visual events in informal social gatherings

X Alameda-Pineda, V Khalidov, R Horaud… - Proceedings of the 13th …, 2011 - dl.acm.org
In this paper we address the problem of detecting and localizing objects that can be both
seen and heard, eg, people. This may be solved within the framework of data clustering. We …

Joint position-pitch estimation for multiple speaker scenarios

M Kepesi, L Ottowitz, T Habib - 2008 Hands-Free Speech …, 2008 - ieeexplore.ieee.org
This paper presents an enhancement of a recently proposed method of joint pitch and
direction of arrival extraction for speaker localization. We propose a new pre-processing …

Localization and characterization of multiple harmonic sources

H Pessentheiner, M Hagmüller… - IEEE/ACM Transactions …, 2016 - ieeexplore.ieee.org
We introduce a new and intuitive algorithm to characterize and localize multiple harmonic
sources intersecting in the spatial and frequency domains. It jointly estimates their …

Detection and localization of 3d audio-visual objects using unsupervised clustering

V Khalidov, F Forbes, M Hansard, E Arnaud… - Proceedings of the 10th …, 2008 - dl.acm.org
This paper addresses the issues of detecting and localizing objects in a scene that are both
seen and heard. We explain the benefits of a human-like configuration of sensors (binaural …

Audio-Visual clustering for 3D speaker localization

V Khalidov, F Forbes, M Hansard, E Arnaud… - … Workshop on Machine …, 2008 - Springer
We address the issue of localizing individuals in a scene that contains several people
engaged in a multiple-speaker conversation. We use a human-like configuration of sensors …