AIMC Topic: Music
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The singing style of female roles in ethnic opera under artificial intelligence and deep neural networks.
Scientific reports
Jun 27, 2025
With the rapid advancement of artificial intelligence technology, efficiently extracting and analyzing music performance style features has become an important topic in the field of music information processing. This work focuses on the classificatio...
Emotional impact of AI-generated vs. human-composed music in audiovisual media: A biometric and self-report study.
PloS one
Jun 25, 2025
Generative artificial intelligence (AI) has evolved rapidly, sparking debates about its impact on the visual and sonic arts. Despite its growing integration into creative industries, public opinion remains sceptical, viewing creativity as uniquely hu...
Single-microphone deep envelope separation based auditory attention decoding for competing speech and music.
Journal of neural engineering
May 7, 2025
In this study, we introduce an end-to-end single microphone deep learning system for source separation and auditory attention decoding (AAD) in a competing speech and music setup. Deep source separation is applied directly on the envelope of the obse...
Dense dynamic convolutional network for Bel canto vocal technique assessment.
Scientific reports
May 5, 2025
The Bel Canto performance is a complex and multidimensional art form encompassing pitch, timbre, technique, and affective expression. To accurately reflect a performer's singing proficiency, it is essential to quantify and evaluate their vocal techni...
Vocal performance evaluation of the intelligent note recognition method based on deep learning.
Scientific reports
Apr 22, 2025
This study aims to optimize the ability of note recognition and improve the accuracy of vocal performance evaluation. Firstly, the basic theory of music is analyzed. Secondly, the convolutional neural network (CNN) in deep learning (DL) is selected t...
Does Musical Experience Facilitate Phonetic Accommodation During Human-Robot Interaction?
Journal of speech, language, and hearing research : JSLHR
Apr 21, 2025
PURPOSE: This study investigated the effect of musical training on phonetic accommodation in a second language (L2) after interacting with a social robot, exploring the motivations and reasons behind their accommodation strategies.
The analysis of optimization in music aesthetic education under artificial intelligence.
Scientific reports
Apr 4, 2025
In the artificial intelligence (AI) domain, effectively integrating deep learning (DL) technology with the content, teaching methodologies, and learning processes of music aesthetic education remains a subject worthy of in-depth exploration and discu...
The analysis of Chinese National ballad composition education based on artificial intelligence and deep learning.
Scientific reports
Mar 17, 2025
This study focuses on generating national ballads with ethnic characteristics through algorithms, and exploring the application of artificial intelligence in music composition. As an important component of Chinese traditional culture, national ballad...
Exploring a digital music teaching model integrated with recurrent neural networks under artificial intelligence.
Scientific reports
Mar 3, 2025
This study proposes an intelligent digital music teaching model based on Artificial Intelligence (AI) and Long Short-Term Memory (LSTM) networks to enhance personalized assessment and feedback in music education. Within this teaching model, the music...
On the relationship between music students' negative emotions, artificial intelligence readiness, and their engagement.
Acta psychologica
Jan 30, 2025
This study explored the relationship between negative emotions, engagement, and artificial intelligence (AI) readiness among 323 music students. The researchers employed SPSS (version 27) and AMOS (version 24) for analysis using the Emotion Beliefs Q...
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