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Auditory Scene Analysis | The MIT Press
https://mitpress.mit.edu/books/auditory-scene-analysis
Auditory Scene Analysis addresses the problem of hearing complex auditory environments, using a series of creative analogies to describe the process required of the human auditory system as it analyzes mixtures of sounds to recover descriptions of individual sounds. In a unified and comprehensive way, Bregman establishes a theoretical framework that integrates his findings …
Audio-Visual Scene Analysis with Self-Supervised ...
https://openaccess.thecvf.com/content_ECCV_2018/papers/Andrew_Owens_Audio-Visual_Scene_Analysis_ECCV_2018_paper.pdf
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features 3 fuse audio and visual signals at a fairly early stage of processing [7,8], and that the two modalities are used jointly in perceptual grouping. For example, the McGurk ef-fect is less effective when the viewer first watches a video where audio and visuals in
Audio Cameras for Audio-Visual Scene Analysis - …
https://www.microsoft.com/en-us/research/video/audio-cameras-for-audio-visual-scene-analysis/
Audio Cameras for Audio-Visual Scene Analysis Computer vision has been able to use images to reason about scenes. We develop a new device, the audio camera, that displays images of the auditory energy arriving at a particular point, much in the same way that a visual camera displays this information for light.
Unsupervised Audio Scene Analysis
http://www.ai.mit.edu/research/abstracts/abstracts2001/speech/05stauffer.pdf
Unsupervised Audio Scene Analysis Chris Stauffer& Eric Grimson Artificial Intelligence Laboratory Massachusetts Institute of Technology Cambridge, Massachusetts 02139
Unsupervised Audio Scene Analysis - MIT CSAIL
http://www.ai.mit.edu/research/abstracts/abstracts2000/pdf/z-stauffer3.pdf
Figure 1: This figures shows the audio processing sequence involved in modeling the general audio in a scene. First, general audio from microphones is segmented using a variation of a background subtraction algorithm outlined in [3]. Second, the audio snippets that are extracted are clustered into similar groups and anomalous snippets are tagged.
Auditory Scene Analysis - University College London
https://www.phon.ucl.ac.uk/courses/spsci/AUDL4007/Scene_analysis.pdf
Auditory Scene Analysis • The auditory system needs to make sense of the superposition of component sounds – the auditory scene. • It needs to segregate the components of the sound that come from different sound sources. • It needs to group the components of the sound that come from the same sound source. (slide from: Stuart Rosen)
Audio-Visual Scene Analysis with Self-Supervised ...
https://andrewowens.com/multisensory/
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features. ECCV 2018 (Oral presentation) Andrew Owens Alexei A. Efros UC Berkeley Paper · Code! · Slides (key, ppt) · Poster Three applications of our model: action recognition, …
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