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Multimedia Interactive System of Vocal Music Teaching Based on Voice Recognition
- Source :
- 2021 13th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- This paper discusses the application of audio signal parameters extraction and analysis technology in multimedia vocal music teaching, and studies the vocal music teaching technology based on voice recognition. In the process of voice recognition, MFCC parameters and speech frame energy constitute a combination of feature parameters as feature parameters, and the improved DTW is taken as pattern matching algorithm of evaluation criteria. Matlab is used to simulate the algorithm used in the system to determine the reliability of its performance, and the running test of the system is realized successfully. The experimental results show that the system realizes the real-time modification and playback of acoustic wave waveform and pitch on the computer, which improves the intuitive and interactive vocal music teaching.
- Subjects :
- Vocal music
Audio signal
Multimedia
Computer science
Speech recognition
Frame (networking)
Process (computing)
String searching algorithm
computer.software_genre
ComputingMethodologies_PATTERNRECOGNITION
Feature (machine learning)
Mel-frequency cepstrum
MATLAB
computer
computer.programming_language
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 13th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)
- Accession number :
- edsair.doi...........c9d1c5a5b5f9a1256719666a3bfe60c0
- Full Text :
- https://doi.org/10.1109/icmtma52658.2021.00138