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Audio Saliency | COGNIMUSE

    http://cognimuse.cs.ntua.gr/audio-saliency
    Audio stream waveform (left-top) with audio saliency annotation and spectrogram (left-bottom) using the employed audio analysis parameters (15-ms windows, 7.5-ms overlap). Horizontal lines denote the filterbank (25 filters, 400-Hz bandwidth) …

GitHub - MinglangQiao/visual_audio_saliency

    https://github.com/MinglangQiao/visual_audio_saliency
    The audio and face branches encode the audio signal and multiple cropped faces, respectively. A fusion module is introduced to integrate the information from three modalities, and to generate the final saliency map.

Audio-Visual Saliency Map: Overview, Basic Models and ...

    https://e-lab.github.io/data/papers/ciss2013avsal.pdf
    The audio-visual salience map is constructed by performing a pointwise max operation on visual and auditory maps. In [15], after computing the audio and visual saliency maps, each salient event/proto-object is parameterized by salience value, cluster center (mean location), and covariance matrix (uncertainty in estimating location). The maps ...

Joint Learning of Visual-Audio Saliency Prediction and ...

    https://paperswithcode.com/paper/joint-learning-of-visual-audio-saliency
    Visual and audio events simultaneously occur and both attract attention. However, most existing saliency prediction works ignore the influence of audio and only consider vision modality. .. In this paper, we propose a multitask learning method for visual-audio saliency prediction and sound source localization on multi-face video by leveraging ...

(PDF) Audio-Visual Temporal Saliency Modeling …

    https://www.academia.edu/68888352/Audio_Visual_Temporal_Saliency_Modeling_Validated_by_fMRI_Data
    Audio-Visual Model for Temporal Saliency eral attempts to model audio-visual attention exist in the lit- erature, but most of them are application-specific or use spa- As briefly described in the introduction, our goal is tial audio in order to fuse it with visual information, e.g., in to create an audio-visual saliency model, able to predict ...

Saliency-Maximized Audio Visualization and Efficient Audio ...

    http://www.isle.illinois.edu/~sborys/Saliency_audio_visualization-Lin.pdf
    The saliency-maximized audio spectrogram lets humans quickly search for and detect events in audio recordings. By rendering target events as visually salient patterns, this representation minimizes the time and e ort needed to visually examine a recording. This transformation maximizes the mutual information between the spectrogram of an ...

A Multimodal Saliency Model for Videos With High Audio ...

    https://ieeexplore.ieee.org/document/8962278
    Audio information has been bypassed by most of current visual attention prediction studies. However, sound could have influence on visual attention and such influence has been widely investigated and proofed by many psychological studies. In this paper, we propose a novel multi-modal saliency (MMS) model for videos containing scenes with high …

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