[HTML][HTML] A review of recent advances on deep learning methods for audio-visual speech recognition
This article provides a detailed review of recent advances in audio-visual speech
recognition (AVSR) methods that have been developed over the last decade (2013–2023) …
recognition (AVSR) methods that have been developed over the last decade (2013–2023) …
[HTML][HTML] Audio-visual speech and gesture recognition by sensors of mobile devices
Audio-visual speech recognition (AVSR) is one of the most promising solutions for reliable
speech recognition, particularly when audio is corrupted by noise. Additional visual …
speech recognition, particularly when audio is corrupted by noise. Additional visual …
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study
Many researchers have been seeking robust emotion recognition system for already last two
decades. It would advance computer systems to a new level of interaction, providing much …
decades. It would advance computer systems to a new level of interaction, providing much …
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion
Abstract A Compound Expression Recognition (CER) as a subfield of affective computing is
a novel task in intelligent human-computer interaction and multimodal user interfaces. We …
a novel task in intelligent human-computer interaction and multimodal user interfaces. We …
[HTML][HTML] Multi-corpus learning for audio–visual emotions and sentiment recognition
Recognition of emotions and sentiment (affective states) from human audio–visual
information is widely used in healthcare, education, entertainment, and other fields; …
information is widely used in healthcare, education, entertainment, and other fields; …
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment
Psychological and neurological studies earlier suggested that a personality type can be
determined by the whole face as well as by its sides. This article discusses novel research …
determined by the whole face as well as by its sides. This article discusses novel research …
[PDF][PDF] Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task.
In this paper, we present a new multimodal corpus called Biometric Russian Audio-Visual
Extended MASKS (BRAVEMASKS), which is designed to analyze voice and facial …
Extended MASKS (BRAVEMASKS), which is designed to analyze voice and facial …
Personalized frame-level facial expression recognition in video
AV Savchenko - International Conference on Pattern Recognition and …, 2022 - Springer
In this paper, the personalization of the video-based frame-level facial expression
recognition is studied for multi-user systems if a small amount of short videos are available …
recognition is studied for multi-user systems if a small amount of short videos are available …
Audio-visual continuous recognition of emotional state in a multi-user system based on personalized representation of facial expressions and voice
AV Savchenko, LV Savchenko - Pattern Recognition and Image Analysis, 2022 - Springer
This paper is devoted to tracking dynamics of psycho-emotional state based on analysis of
the user's facial video and voice. We propose a novel technology with personalized acoustic …
the user's facial video and voice. We propose a novel technology with personalized acoustic …
[PDF][PDF] Hybrid Dataset for Speech Emotion Recognition in Russian Language
We present a new data set for speech emotion recognition (SER) tasks called Dusha. The
corpus contains approximately 350 hours of data, more than 300 000 audio recordings of …
corpus contains approximately 350 hours of data, more than 300 000 audio recordings of …