A continuous time model for Karnatic flute music synthesis

AbstractGamakas, the essential embellishments, are integral parts of Karnatic music. Synthesising any form of Karnatic music necessitates proper modelling and synthesis of different gamakas associated with each note. We propose a spectral model to efficiently synthesize gamakas for Karnatic bamboo f...

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Main Authors: Ragesh M. Rajan, Deepu Vijayasenan, Shilpa Suresh
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Cogent Engineering
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/23311916.2023.2251755
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author Ragesh M. Rajan
Deepu Vijayasenan
Shilpa Suresh
author_facet Ragesh M. Rajan
Deepu Vijayasenan
Shilpa Suresh
author_sort Ragesh M. Rajan
collection DOAJ
description AbstractGamakas, the essential embellishments, are integral parts of Karnatic music. Synthesising any form of Karnatic music necessitates proper modelling and synthesis of different gamakas associated with each note. We propose a spectral model to efficiently synthesize gamakas for Karnatic bamboo flute music from the notes, duration and gamaka information. We model three different components of the flute sound, namely, pitch contour, harmonic weights and time domain amplitude envelope. Cubic splines are used to parametrically represent these components. Subjective analysis of the results shows that the proposed method is better than the existing spectral methods in terms of tonal and aesthetic qualities of gamaka rendition. Hypothesis test results show that the observed improvements over other methods are statistically significant at 95% confidence interval.
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spelling doaj.art-6fb355f1c5fa41b0a36b212bf06a904f2024-02-23T15:01:39ZengTaylor & Francis GroupCogent Engineering2331-19162023-12-0110110.1080/23311916.2023.2251755A continuous time model for Karnatic flute music synthesisRagesh M. Rajan0Deepu Vijayasenan1Shilpa Suresh2Department of ECE, Amrita Vishwa Vidyapeetham, Amritapuri Campus, 690525, Kollam, Kerala, IndiaDepartment of E & C Engineering, National Institute of Technology Karnataka, Surathkal, 575025, Mangalore, Karnataka, IndiaDepartment of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education 576104, Manipal, Karnataka, IndiaAbstractGamakas, the essential embellishments, are integral parts of Karnatic music. Synthesising any form of Karnatic music necessitates proper modelling and synthesis of different gamakas associated with each note. We propose a spectral model to efficiently synthesize gamakas for Karnatic bamboo flute music from the notes, duration and gamaka information. We model three different components of the flute sound, namely, pitch contour, harmonic weights and time domain amplitude envelope. Cubic splines are used to parametrically represent these components. Subjective analysis of the results shows that the proposed method is better than the existing spectral methods in terms of tonal and aesthetic qualities of gamaka rendition. Hypothesis test results show that the observed improvements over other methods are statistically significant at 95% confidence interval.https://www.tandfonline.com/doi/10.1080/23311916.2023.2251755gamakasKarnatic musicspectral synthesisflute music synthesiscubic spline interpolation
spellingShingle Ragesh M. Rajan
Deepu Vijayasenan
Shilpa Suresh
A continuous time model for Karnatic flute music synthesis
Cogent Engineering
gamakas
Karnatic music
spectral synthesis
flute music synthesis
cubic spline interpolation
title A continuous time model for Karnatic flute music synthesis
title_full A continuous time model for Karnatic flute music synthesis
title_fullStr A continuous time model for Karnatic flute music synthesis
title_full_unstemmed A continuous time model for Karnatic flute music synthesis
title_short A continuous time model for Karnatic flute music synthesis
title_sort continuous time model for karnatic flute music synthesis
topic gamakas
Karnatic music
spectral synthesis
flute music synthesis
cubic spline interpolation
url https://www.tandfonline.com/doi/10.1080/23311916.2023.2251755
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