Repertoire-specific vocal pitch data generation for improved melodic analysis of carnatic music

G Plaja-Roglans, T Nutall, L Pearson, X Serra, M Miron - 2023 - repositori.upf.edu
Deep Learning methods achieve state-of-the-art in many tasks, including vocal pitch
extraction. However, these methods rely on the availability of pitch track annotations without …

The computational study of a musical culture through its digital traces

X Serra - Acta Musicologica, 2017 - JSTOR
From most musical cultures there are digital traces that can be processed and studied
computationally, and this has been the focus of computational musicology. This type of …

Unveiling the hierarchical structure of music by multi-resolution community detection

J de Berardinis, M Vamvakaris… - … Society for Music …, 2020 - livrepository.liverpool.ac.uk
Human perception of musical structure is supposed to depend on the generation of
hierarchies, which is inherently related to the actual organisation of sounds in music …

Raga recognition using fibonacci series based pitch distribution in Indian Classical Music

MS Sinith, S Tripathi, KVV Murthy - Applied Acoustics, 2020 - Elsevier
Abstract Fibonacci Series and Music are related in many ways. Even though Indian
Classical Music (ICM) is known to be based on Just Intonation rather than equal tempered …

Intonation contour similarity: f0 representations and distance measures compared to human perception in two languages

C Kaland - The Journal of the Acoustical Society of America, 2023 - pubs.aip.org
Recently, cluster analysis on f0 contours has become a popular method in phonetic
research. Cluster analysis provides an automated way of categorising f0 contours, which …

[PDF][PDF] A Statistical Analysis of Gamakas in Carnatic Music.

VS Viraraghavan, R Aravind, HA Murthy - ISMIR, 2017 - archives.ismir.net
Carnatic Music, a form of classical music prevalent in South India, has a central concept
called ragas, defined as melodic scales and/or a set of characteristic melodic phrases …

Exploring intra-contextual influences in music emotion perception

S Chaki, P Patnaik, J Borgohain, R Mullick… - Psychology of …, 2024 - journals.sagepub.com
Context is one of the key parameters influencing music emotion perception in listeners. The
current study systematically investigates the influence of immediate intrinsic musical context …

A Comparative Data-driven Study of Intensity-based Categorical Emotion Representations for MER

S Chaki, S Bhattacharya, J Borgohain… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Data-driven analysis and modeling of music-perceived emotions have widespread
applications in MIR, with representations of perceived musical emotions forming a crucial …

Computational approaches for melodic description in indian art music corpora

S Gulati - 2016 - dialnet.unirioja.es
Automatically describing contents of recorded music is crucial for interacting with large
volumes of audio recordings, and for develo** novel tools to facilitate music pedagogy …

Data mining Mandarin tone contour shapes

S Zhang - arxiv preprint arxiv:1907.01668, 2019 - arxiv.org
In spontaneous speech, Mandarin tones that belong to the same tone category may exhibit
many different contour shapes. We explore the use of data mining and NLP techniques for …