Evaluation of the tempo of a musical performance using music / score alignment with a database of interpretations for same work
The main objective is the estimation of musical statistics such as beat time, tempo and duration applied to the development of a comparison system between musicians. The final objective of the work is to develop an application that allows the user to analyze the recording of their performance and co...
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| Tipo de recurso: | tesis de maestría |
| Fecha de publicación: | 2021 |
| País: | España |
| Institución: | Universidad de Jaén (UJA) |
| Repositorio: | CREA. Colección de recursos educativos abiertos |
| OAI Identifier: | oai:crea.ujaen.es:10953.1/13603 |
| Acceso en línea: | https://hdl.handle.net/10953.1/13603 |
| Access Level: | acceso abierto |
| Palabra clave: | 3325 Tecnologías de las Telecomunicaciones Telecommunications Engineering (Signal Processing) |
| Sumario: | The main objective is the estimation of musical statistics such as beat time, tempo and duration applied to the development of a comparison system between musicians. The final objective of the work is to develop an application that allows the user to analyze the recording of their performance and compare it with another performance. Our application is based on four stages: training, alignment, extraction of musical statistics and comparison. We propose an alignment method, which allows estimating the audio-to-score alignment with a variable cost function guided by a regularization constant (λ). In addition, the algorithm that allows extracting musical statistics and a comparison system between performances have been developed. The development of the alignment algorithm has been carried out in MatLab, for tests, and in C, for the final application. And the other modules that make up the application are developed in MatLab. |
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