[HTML][HTML] Survey on bimodal speech emotion recognition from acoustic and linguistic information fusion

BT Atmaja, A Sasou, M Akagi - Speech Communication, 2022 - Elsevier
Speech emotion recognition (SER) is traditionally performed using merely acoustic
information. Acoustic features, commonly are extracted per frame, are mapped into emotion …

Exploring emotions in Bach chorales: a multi-modal perceptual and data-driven study

E Parada-Cabaleiro, A Batliner… - Royal Society …, 2023 - royalsocietypublishing.org
The relationship between music and emotion has been addressed within several
disciplines, from more historico-philosophical and anthropological ones, such as musicology …

Ensembling multilingual pre-trained models for predicting multi-label regression emotion share from speech

BT Atmaja, A Sasou - 2023 Asia Pacific Signal and Information …, 2023 - ieeexplore.ieee.org
Speech emotion recognition has evolved from research to practical applications. Previous
studies of emotion recognition from speech have focused on developing models on certain …

Masking important information to assess the robustness of a multimodal classifier for emotion recognition

D Cohen, I Rosenberger, M Butman… - Frontiers in Artificial …, 2023 - frontiersin.org
Deep neural networks have been proven effective in classifying human interactions into
emotions, especially by encoding multiple input modalities. In this work, we assess the …

On The Optimal Classifier For Affective Vocal Bursts And Stuttering Predictions Based On Pre-Trained Acoustic Embedding

BT Atmaja, A Sasou - 2022 Asia-Pacific Signal and …, 2022 - ieeexplore.ieee.org
Speech emotion recognition currently gained more interest from researchers due to its
potential applications in the market. Instead of a speech, vocal bursts are understudied and …

Automatic Recognition of Speaker's Emotional States Based on Audio and Text

O Verkholyak - 2022 - oparu.uni-ulm.de
Speech emotion recognition is a subfield of computational paralinguistics that analyzes
emotional manifestations using acoustic and linguistic properties of speech signals. With a …

[PDF][PDF] Music Emotions in Solo Piano: Bridging the Gap Between Human Perception and Machine Learning

E Parada-Cabaleiro, A Batliner, M Schmitt, B Schuller… - researchgate.net
Emotion is an important component of music investigated in music psychology. In recent
years, the use of computational methods to assess the link between music and emotions has …

[PDF][PDF] 音響情報および言語情報の統合による次元的音声感情認識

BT ATMAJA - 2021 - dspace02.jaist.ac.jp
JAIST Repository Page 1 Japan Advanced Institute of Science and Technology JAIST
Repository https://dspace.jaist.ac.jp/ Title 音響情報および言語情報の統合による次元的音声感情 …