Towards Raga Identification of Hindustani Classical Music

被引:1
|
作者
Lele, Jyoti A. [1 ]
Abhyankar, Aditya S. [2 ]
机构
[1] MITWPU, Sch ECE, Pune, Maharashtra, India
[2] SPPU, Dept Technol, Pune, Maharashtra, India
关键词
raga identification; Indian classical music; chromogram;
D O I
10.1109/punecon46936.2019.9105894
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Raga, one of the major pillars of Indian Classical music is arrangement of swaras in specific order and time. In western music a lot of research has been done on notes detection and scale identification. But being swar based, very less work is done in Indian classical music. We propose a raga identification system with different methods like Fourier transform, chromogram and spectrogram with database of few santoor samples and few songs in light music. Many variations in expressions and timings at the time of performance limit the accuracy of the system and we get reasonable accuracy for the raga identification.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Raga identification from Hindustani classical music signal using compositional properties
    Sarkar, Rajib
    Naskar, Soumya Kanti
    Saha, Sanjoy Kumar
    [J]. COMPUTING AND VISUALIZATION IN SCIENCE, 2019, 22 (1-4) : 15 - 26
  • [2] PhonoNet: Multi-Stage Deep Neural Networks for Raga Identification in Hindustani Classical Music
    Chowdhuri, Sauhaarda
    [J]. ICMR'19: PROCEEDINGS OF THE 2019 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, 2019, : 197 - 201
  • [3] Raga Identification of Hindustani Music using Soft Computing Techniques
    Sharma, Hiteshwari
    Bali, Rasmeet S.
    [J]. 2014 RECENT ADVANCES IN ENGINEERING AND COMPUTATIONAL SCIENCES (RAECS), 2014,
  • [4] ENRICHING THE RAGA REPERTOIRE OF HINDUSTANI MUSIC
    NARSIMHAN, S
    [J]. JOURNAL OF THE INDIAN MUSICOLOGICAL SOCIETY, 1992, 23 : 30 - 33
  • [5] A Survey of Prospects and Problems in Hindustani Classical Raga Identification Using Machine Learning Techniques
    Banerjee, Sreeparna
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND COMMUNICATION, 2017, 458 : 467 - 475
  • [6] Experiencing Hindustani Raga Music: A Select Study from Kolkata
    Bandopadhyay, Sanjoy
    Vedabala, Samidha
    [J]. RUPKATHA JOURNAL ON INTERDISCIPLINARY STUDIES IN HUMANITIES, 2020, 12 (04):
  • [7] Emotional responses to Hindustani raga music: the role of musical structure
    Mathur, Avantika
    Vijayakumar, Suhas H.
    Chakrabarti, Bhismadev
    Singh, Nandini C.
    [J]. FRONTIERS IN PSYCHOLOGY, 2015, 6
  • [8] Melodic pattern recognition in Indian classical music for raga identification
    Velankar M.
    Deshpande A.
    Kulkarni P.
    [J]. International Journal of Information Technology, 2021, 13 (1) : 251 - 258
  • [9] Psychoanalysis and Hindustani Classical Music: Resonances
    Shukla, Rakesh
    [J]. INTERNATIONAL JOURNAL OF APPLIED PSYCHOANALYTIC STUDIES, 2018, 15 (04): : 292 - 296
  • [10] A Reflection on the Aesthetics of Indian Music, With Special Reference to Hindustani Raga-Sangita
    Pudaruth, Santosh Kumar
    [J]. SAGE OPEN, 2016, 6 (04):