Survey on time series motif discovery

S Torkamani, V Lohweg - Wiley Interdisciplinary Reviews: Data …, 2017 - Wiley Online Library
Last decades witness a huge growth in medical applications, genetic analysis, and in
performance of manufacturing technologies and automatised production systems. A …

NATSA: A near-data processing accelerator for time series analysis

I Fernandez, R Quislant, E Gutiérrez… - 2020 IEEE 38th …, 2020 - ieeexplore.ieee.org
Time series analysis is a key technique for extracting and predicting events in domains as
diverse as epidemiology, genomics, neuroscience, environmental sciences, economics, and …

Phrase-based rāga recognition using vector space modeling

S Gulati, J Serra, V Ishwar, S Sentürk… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Automatic raga recognition is one of the fundamental computational tasks in Indian art
music. Motivated by the way seasoned listeners identify ragas, we propose a raga …

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 …

Time-delayed melody surfaces for rāga recognition

S Gulati, J Serrà Julià, KK Ganguli, S Sentürk, X Serra - 2016 - repositori.upf.edu
Raga is the melodic framework of Indian art music. It is a core concept used in composition,
performance, organization, and pedagogy. Automatic raga recognition is thus a fundamental …

Motivic pattern classification of music audio signals combining residual and LSTM networks

A Arronte Alvarez, F Gómez - 2021 - reunir.unir.net
Motivic pattern classification from music audio recordings is a challenging task. More so in
the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch …

Classification of Indian classical carnatic music based on raga using deep learning

S John, MS Sinith, RS Sudheesh… - 2020 IEEE Recent …, 2020 - ieeexplore.ieee.org
Audio signal processing can be integrated with music domain in-order to retrieve contents
within the music signal. Raga is often related to melodic framework in Indian classical music …

Motif discovery and anomaly detection in an ECG using matrix profile

R Wankhedkar, SK Jain - Progress in Advanced Computing and Intelligent …, 2021 - Springer
Abstract Time Series Data mining is a popular field in data science to discover and extract
useful information from the time series data. Time Series Motif discovery is one of the tasks …

Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music

N Shikarpur, KM Dendukuri, Y Wu, A Caillon… - arxiv preprint arxiv …, 2024 - arxiv.org
Hindustani music is a performance-driven oral tradition that exhibits the rendition of rich
melodic patterns. In this paper, we focus on generative modeling of singers' vocal melodies …

[PDF][PDF] In search of Sañcāras: tradition-informed repeated melodic pattern recognition in carnatic music

T Nuttall, G Plaja-Roglans, L Pearson… - … International Society for …, 2022 - pure.mpg.de
IN SEARCH OF SAÑC ARAS: TRADITION-INFORMED REPEATED MELODIC PATTERN
RECOGNITION IN CARNATIC MUSIC Page 1 IN SEARCH OF SAÑC ARAS: TRADITION-INFORMED …