With the proposed methods, our best audio-visual multi-talker automatic speech recognition (ASR) model gets almost ~50.0% word error rate (WER) reduction ...
An E2E A/V M-T approach has recently been applied to addressing the multi-speaker cocktail party effect [12] . There is also a large body of work on speech ...
Thus, utilizing the visual modality in the “cocktail party” scenario with multi-talkers has become a promising and popular approach. In this paper, we have ...
The integration of continuous audio and visual speech in a cocktail ...
pubmed.ncbi.nlm.nih.gov › ...
Jul 1, 2023 · We take these findings as evidence that the integration of natural audio and visual speech occurs at multiple levels of processing in the brain.
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Abstract: In this paper, we analyzed how audio-visual speech enhancement can help to perform the ASR task in a cocktail party scenario.
Apr 1, 2022 · This paper presents a new approach for end-to-end audio-visual multi-talker speech recognition. The approach, referred to here as the visual ...
May 1, 2023 · We created an audiovisual cocktail-party situation, in which two speakers (left and right of fixation) simultaneously articulated brief numerals.
Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation
ieeexplore.ieee.org › document
In this paper, we present a unified framework for multi-modal speech separation and enhancement based on synchronous or asynchronous cues.
Audio-Visual Multi-Talker Speech Recognition in A Cocktail Party (3 minutes introduction). 0:00:00.
Jul 14, 2023 · Accurate recognition of cocktail party speech containing overlapping speakers, noise and reverberation remains a highly challenging task to ...