A comprehensive review of speech emotion recognition systems
During the last decade, Speech Emotion Recognition (SER) has emerged as an integral
component within Human-computer Interaction (HCI) and other high-end speech processing …
component within Human-computer Interaction (HCI) and other high-end speech processing …
A survey of speech emotion recognition in natural environment
While speech emotion recognition (SER) has been an active research field since the last
three decades, the techniques that deal with the natural environment have only emerged in …
three decades, the techniques that deal with the natural environment have only emerged in …
Improved speech emotion recognition with Mel frequency magnitude coefficient
J Ancilin, A Milton - Applied Acoustics, 2021 - Elsevier
Automatic speech emotion recognition using machine learning is a demanding research
topic in the field of affective computing. Identifying the speech features for speech emotion …
topic in the field of affective computing. Identifying the speech features for speech emotion …
Two-way feature extraction for speech emotion recognition using deep learning
A Aggarwal, A Srivastava, A Agarwal, N Chahal… - Sensors, 2022 - mdpi.com
Recognizing human emotions by machines is a complex task. Deep learning models
attempt to automate this process by rendering machines to exhibit learning capabilities …
attempt to automate this process by rendering machines to exhibit learning capabilities …
Deep learning-based late fusion of multimodal information for emotion classification of music video
YR Pandeya, J Lee - Multimedia Tools and Applications, 2021 - Springer
Affective computing is an emerging area of research that aims to enable intelligent systems
to recognize, feel, infer and interpret human emotions. The widely spread online and off-line …
to recognize, feel, infer and interpret human emotions. The widely spread online and off-line …
An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition
Precise recognition of emotion from speech signals aids in enhancing human–computer
interaction (HCI). The performance of a speech emotion recognition (SER) system depends …
interaction (HCI). The performance of a speech emotion recognition (SER) system depends …
Impact of feature selection algorithm on speech emotion recognition using deep convolutional neural network
Speech emotion recognition (SER) plays a significant role in human–machine interaction.
Emotion recognition from speech and its precise classification is a challenging task because …
Emotion recognition from speech and its precise classification is a challenging task because …
Audio-visual emotion recognition in video clips
This paper presents a multimodal emotion recognition system, which is based on the
analysis of audio and visual cues. From the audio channel, Mel-Frequency Cepstral …
analysis of audio and visual cues. From the audio channel, Mel-Frequency Cepstral …
Wearable emotion recognition using heart rate data from a smart bracelet
L Shu, Y Yu, W Chen, H Hua, Q Li, J Jin, X Xu - Sensors, 2020 - mdpi.com
Emotion recognition and monitoring based on commonly used wearable devices can play
an important role in psychological health monitoring and human-computer interaction …
an important role in psychological health monitoring and human-computer interaction …
Audiovisual emotion recognition in wild
E Avots, T Sapiński, M Bachmann… - Machine Vision and …, 2019 - Springer
People express emotions through different modalities. Utilization of both verbal and
nonverbal communication channels allows to create a system in which the emotional state is …
nonverbal communication channels allows to create a system in which the emotional state is …