Feature extraction methods in language identification: a survey
Abstract Language Identification (LI) is one of the widely emerging field in the areas of
speech processing to accurately identify the language from the data base based on some …
speech processing to accurately identify the language from the data base based on some …
Development of novel automated language classification model using pyramid pattern technique with speech signals
Abstract Language classification using speeches is a complex issue in machine learning
and pattern recognition. Various text and image-based language classification methods …
and pattern recognition. Various text and image-based language classification methods …
Automatic music mood classification using multi-modal attention framework
AS Sujeesha, JB Mala, R Rajan - Engineering Applications of Artificial …, 2024 - Elsevier
Automatic music recommendation systems based on human emotions are becoming
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
A study on the search of the most discriminative speech features in the speaker dependent speech emotion recognition
TL Pao, CH Wang, YJ Li - 2012 Fifth International Symposium …, 2012 - ieeexplore.ieee.org
Expressing emotion to others and recognizing emotion state of the counterpart are not
difficult for human. Emotion state of a person may be recognized from the facial expression …
difficult for human. Emotion state of a person may be recognized from the facial expression …
SENet-based speech emotion recognition using synthesis-style transfer data augmentation
R Rajan, TV Hridya Raj - International Journal of Speech Technology, 2023 - Springer
This paper addresses speech emotion recognition using a channel-attention mechanism
with a synthesized data augmentation approach. Convolutional neural network (CNN) …
with a synthesized data augmentation approach. Convolutional neural network (CNN) …
Tonic Pitch Estimation in Turkish Music Using Modified Group Delay Processing
R Rajeev, MA Aiswarya - Circuits, Systems, and Signal Processing, 2024 - Springer
Group delay processing of audio signals has been extensively studied in the last decade. In
this paper, tonic estimation in Turkish makam music is addressed using modified group …
this paper, tonic estimation in Turkish makam music is addressed using modified group …
Improved speaker-independent emotion recognition from speech using two-stage feature reduction
In the recent years, researchers are focusing to improve the accuracy of speech emotion
recognition. Generally, high emotion recognition accuracies were obtained for two-class …
recognition. Generally, high emotion recognition accuracies were obtained for two-class …
Automatic music mood classification using multi-modal attention framework
S AS, M JB, R Rajan - 2024 - dl.acm.org
Automatic music recommendation systems based on human emotions are becoming
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
Analysis of feature extraction techniques for improved emotion recognition in presence of additive noise
PK Aher, SD Daphal… - … on Computation System …, 2016 - ieeexplore.ieee.org
Recently, studies have been performed on identification and classification of feature
extraction for emotion recognition. Recognition rate of Speech Emotion Recognition system …
extraction for emotion recognition. Recognition rate of Speech Emotion Recognition system …
Multidimensional speaker information recognition based on proposed baseline system
S Li, L Xu, Z Yang - 2017 IEEE 2nd Advanced Information …, 2017 - ieeexplore.ieee.org
Traditional speech-related identity recognition commonly pays attention to individual aspect
of speech signals but in reality, the speech signals are made up of semantics, speaker …
of speech signals but in reality, the speech signals are made up of semantics, speaker …