AUDIOVISUAL SOURCE SEPARATION AND LOCALIZATION USING GENERATIVE ADVERSARIAL NETWORKSA method (and structure and computer product) for an audiovisual source separation processing includes receiving video data showing images of a plurality of sound sources into a video encoder, while concurrently receiving ...
Audio-Visual Source Localization (AVSL) aims to locate sounding objects within video frames given the paired audio clips. Existing methods predominantly rely on self-supervised contrastive learning of audio-visual correspondence. Without any bounding-box annotations, they struggle to achieve precise local...
Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction Audio-Visual Grouping Network for Sound Localization From Mixtures iQuery: Instruments As...
audio visual coordinate data; method Direction Of Arrival (DOA) for sound source direction localization with microphone array of speaker sending voice commands... Snejana Pleshkova,Alexander Bekiarski,Shima Sehati Dehkharghani,... - 《Intelligent Systems Reference Library》 被引量: 2发表: 2015年 Re...
Besides, they often rely computational expensive pre-processing steps to segment images pixels into object regions before applying localization approaches. We aim to address the problem of audio-visual source localization and separation in an unsupervised manner. The proposed approach employs low-rank in...
Audiovisual correlation has been used successfully for audio source localization. However, the previously proposed techniques were mainly based on local processing and, as a result, suffered from the common problem of estimated sound sources being highly fragmented. In this work, we propose a novel ...
Audio-Visual Event Localization in Unconstrained Videos Yapeng Tian,Jing Shi,Bochen Li,Zhiyao Duan,and Chenliang Xu University of Rochester,United States In this material,firstly,we show how we gather the Audio-Visual Event(AVE) dataset in Sec.1.Then we describe the implementation details of ...
Self-supervised sound source localization is usually challenged by the modality inconsistency. In recent studies, contrastive learning based strategies have shown promising to establish such a consistent correspondence between audio and sound sources in visual scenarios. Unfortunately, the insufficient attention...
In this paper, we present an Sound Source Localization (SSL) based on audio-visual information with robot auditory system for a network-based intelligent service robot. The main goal of this paper is to combine audiovisual-based Human-Robot Interaction (HRl) components that can naturally interact...
This paper proposes an efficient video coding method based on audio-visual attention, which is motivated by the fact that cross-modal interaction significantly affects humans' perception of multimedia content. First, we propose an audio-visual source localization method to locate the sound source in ...