References
- 1AUTRIM-NCPA. (2017). Music in Motion: The automated transcription for Indian music (AUTRIM) project by NCPA and UvA. URL:
https://autrimncpa.wordpress.com/ . Last accessed: October 26,2017. - 2Bagchee, S. (1998). Nad: Understanding Raga Music. Business Publications Inc.
- 3Belle, S., Joshi, R., & Rao, P. (2009). Raga identification by using swara intonation. Journal of ITC Sangeet Research Academy, 23.
- 4Bozkurt, B. (2008). An automatic pitch analysis method for Turkish Maqam music. Journal of New Music Research, 37(1), 1–13. DOI: 10.1080/09298210802259520
- 5Castellano, M. A., Bharucha, J. J., & Krumhansl, C. L. (1984). Tonal hierarchies in the music of north India. Journal of Experimental Psychology: General, 113(3), 394–412. DOI: 10.1037/0096-3445.113.3.394
- 6Cha, S. H. (2007). Comprehensive survey on distance/similarity measures between probability density functions. International Journal of Mathematical Models and Methods in Applied Sciences, 1(4), 300–307.
- 7Chordia, P., & Rae, A. (2007). Raag recognition using pitch-class and pitch-class dyad distributions. In: Proceedings of the International Conference on Music Information Retrieval, 431–436.
- 8Chordia, P., & Senturk, S. (2013). Joint recognition of raag and tonic in north Indian music. Computer Music Journal, 37(3), 82–98. DOI: 10.1162/COMJ_a_00194
- 9Danielou, A. (2010). The ragas of Northern Indian music. Munshiram Manoharlal Publishers.
- 10Datta, A. K., Sengupta, R., Dey, N., & Nag, D. (2006). Experimental analysis of Shrutis from performances in Hindustani music. Scientific Research Department, ITC Sangeet Research Academy.
- 11Dighe, P., Karnick, H., & Raj, B. (2013). Swara histogram based structural analysis and identification of Indian classical ragas. In: Proceedings of the International Society for Music Information Retrieval Conference, 35–40.
- 12Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861–874. DOI: 10.1016/j.patrec.2005.10.010
- 13Fujishima, T. (1999). Realtime chord recognition of musical sound: a system using common Lisp music. In: Proceedings of the International Computer Music Conference, 464–467.
- 14Ganguli, K. K., Gulati, S., Serra, X., & Rao, P. (2016). Data-driven exploration of melodic structures in Hindustani music. In: Proceedings of the International Society for Music Information Retrieval Conference, 605–611.
- 15Ganguli, K. K., & Rao, P. (2017). Towards computational modeling of the ungrammatical in a raga performance. In: Proceedings of the International Society for Music Information Retrieval Conference, 39–45.
- 16Gedik, A. C., & Bozkurt, B. (2010). Pitch-frequency histogram-based music information retrieval for Turkish music. Signal Processing, 90(4), 1049–1063. DOI: 10.1016/j.sigpro.2009.06.017
- 17Ghosh, P. K., & Narayanan, S. S. (2009). Pitch contour stylization using an optimal piecewise polynomial approximation. IEEE Signal Processing Letters, 16(9), 810–813. DOI: 10.1109/LSP.2009.2025824
- 18Gomez, E. (2006). Tonal description of polyphonic audio for music content processing. INFORMS Journal on Computing, 18(3), 294–304. DOI: 10.1287/ijoc.1040.0126
- 19Gulati, S., Bellur, A., Salamon, J., Ranjani, H. G., Ishwar, V., Murthy, H. A., & Serra, X. (2014). Automatic tonic identification in Indian art music: Approaches and Evaluation. Journal of New Music Research, 43(1): 53–71. DOI: 10.1080/09298215.2013.875042
- 20Gulati, S., Serra, J., Ganguli, K. K., Senturk, S., & Serra, X. (2016). Time-delayed melody surfaces for raga recognition. In: Proceedings of the International Society for Music Information Retrieval Conference, 751–757.
- 21Huron, D. (2006). Sweet Anticipation: Music and the Psychology of Expectation. MIT Press.
- 22ITC-SRA. (2017). Distinguishing between similar ragas. URL:
http://www.itcsra.org/Distinguishingbetween-Similar-Ragas . Last accessed: October 26, 2017. - 23Koduri, G. K., Gulati, S., & Rao, P. (2011). A survey of raaga recognition techniques and improvements to the state-of-the-art. In: Proceedings of the 8th Sound and Music Computing Conference, 39–46.
- 24Koduri, G. K., Gulati, S., Rao, P., & Serra, X. (2012). Raga recognition based on pitch distribution methods. Journal of New Music Research, 41(4), 337–350. DOI: 10.1080/09298215.2012.735246
- 25Koduri, G. K., Ishwar, V., Serra, J., & Serra, X. (2014). Intonation analysis of ragas in Carnatic music. Journal of New Music Research, 43(1), 72–93. DOI: 10.1080/09298215.2013.866145
- 26Krumhansl, C. L. (1990). Cognitive Foundations of Musical Pitch, 77–110. Oxford University Press, New York. Chapter 4: A key-finding algorithm based on tonal hierarchies.
- 27Krumhansl, C. L., & Cuddy, L. L. (2010). A Theory of Tonal Hierarchies in Music, 51–87. Springer: New York.
- 28Krumhansl, C. L., & Kessler, E. J. (1982). Tracing the dynamic changes in perceived tonal organization in a spatial representation of musical keys. Psychological review, 89(4), 334–368. DOI: 10.1037/0033-295X.89.4.334
- 29Kulkarni, S. (2011). Shyamrao Gharana, 1. Prism Books Pvt. Ltd.
- 30Kumar, V., Pandya, H., & Jawahar, C. V. (2014). Identifying ragas in Indian music. In: International Conference on Pattern Recognition, 767–772. DOI: 10.1109/ICPR.2014.142
- 31Mahajan, A. (2010). Ragas in Hindustani Music: Conceptual Aspects. Gyan Publishing House.
- 32Oak, V. (2017). 22 shruti. URL:
http://22shruti.com/ . Last accessed: October 26, 2017. - 33Peeters, G. (2006). Chroma-based estimation of musical key from audio-signal analysis. In: Proceedings of the International Conference on Music Information Retrieval, 115–120.
- 34Powers, H. S., & Widdess, R. (2001). India, subcontinent of, chapter III: Theory and practice of classical music, 170–210. New Grove Dictionary of Music. Macmillan, London, 2nd edition.
- 35Raja, D. (2016). The Raga-ness of Ragas: Ragas Beyond the Grammar. D.K. Print World Ltd.
- 36Raman, R., & Dowling, W. J. (2016). Real-time probing of modulations in south Indian classical (Carnatic) music by Indian and Western musicians. Music Perception, 33(3), 367–393. DOI: 10.1525/mp.2016.33.3.367
- 37Rao, P., Ross, J. C., & Ganguli, K. K. (2013). Distinguishing raga-specific intonation of phrases with audio analysis. Ninaad, 26–27(1), 59–68.
- 38Rao, P., Ross, J. C., Ganguli, K. K., Pandit, V., Ishwar, V., Bellur, A., & Murthy, H. A. (2014). Classification of melodic motifs in raga music with timeseries matching. Journal of New Music Research, 43(1), 115–131. DOI: 10.1080/09298215.2013.873470
- 39Rao, S., Bor, J., van der Meer, W., & Harvey, J. (1999). The Raga Guide: A Survey of 74 Hindustani Ragas. Nimbus Records with Rotterdam Conservatory of Music.
- 40Rao, S., & Rao, P. (2014). An overview of Hindustani music in the context of Computational Musicology. Journal of New Music Research, 43(1), 24–33. DOI: 10.1080/09298215.2013.831109
- 41Rao, V., & Rao, P. (2010). Vocal melody extraction in the presence of pitched accompaniment in polyphonic music. IEEE Transactions on Audio, Speech & Language Processing, 18(8), 2145–2154. DOI: 10.1109/TASL.2010.2042124
- 42Ross, J. C., Mishra, A., Ganguli, K. K., Bhattacharyya, P., & Rao, P. (2017). Identifying raga similarity through embeddings learned from compositions’ notation. In: Proceedings of the International Society for Music Information Retrieval Conference, 515–522.
- 43Ross, J. C., Vinutha, T. P., & Rao, P. (2012). Detecting melodic motifs from audio for Hindustani classical music. In: Proceedings of the International Society for Music Information Retrieval Conference, 193–198.
- 44Serra, X. (2011). A multicultural approach to music information research. In: Proceedings of the International Society for Music Information Retrieval Conference, 151–156.
- 45Serra, X. (2014). Creating research corpora for the computational study of music: the case of the Comp- Music project. In: Proceedings of the 53rd AES International Conference on Semantic Audio, 1–9.
- 46Smith, N. A., & Schmuckler, M. A. (2000). Pitchdistributional effects on the perception of tonality. In: Proceedings of the International Conference on Music Perception and Cognition, 5–10.
- 47Smith, N. A., & Schmuckler, M. A. (2004). The perception of tonal structure through the differentiation and organization of pitches. Journal of Experimental Psychology: Human Perception and Performance, 30(2), 268–286. DOI: 10.1037/0096-1523.30.2.268
- 48Srinivasamurthy, A., & Serra, X. (2014). A supervised approach to hierarchical metrical cycle tracking from audio music recordings. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 5217–5221. DOI: 10.1109/ICASSP.2014.6854598
- 49SwarGanga. (2017). Swarganga music foundation. URL:
https://www.swarganga.org/ . Last accessed: October 26, 2017. - 50Temperley, D. (1999). What’s key for key? The Krumhansl-Schmuckler key-finding algorithm reconsidered. Music Perception, 17(1), 65–100. DOI: 10.2307/40285812
- 51Temperley, D., & Marvin, E. W. (2008). Pitch-class distribution and the identification of key. Music Perception, 25(3), 193–212. DOI: 10.1525/mp.2008.25.3.193
- 52van der Meer, W. (1980). Hindustani Music in the 20th Century. Martinus Nijhoff Publishers. DOI: 10.1007/978-94-009-8777-7
- 53Vidwans, A., Ganguli, K. K., & Rao, P. (2012). Classification of Indian classical vocal styles from melodic contours. In: Proceedings of the 2nd CompMusic Workshop, 139–146.
- 54Vijaykrishnan, K. G. (2007). The Grammar of Carnatic Music. De Gruyter Mouton. DOI: 10.1515/9783110198881
- 55Widdess, R. (1994). Involving the performers in transcription and analysis: a collaborative approach to Dhrupad. Ethnomusicology, 38(1), 59–79. DOI: 10.2307/852268
- 56Widdess, R. (2011).
Dynamics of melodic discourse in Indian music: Budhaditya Mukherjee’s alap in rag Puriya-Kalyan , 187–224. Oxford University Press. - 57Widdess, R. (2013).
Schemas and improvisation in Indian music . In: Kempson, R., Howes, C., & Orwin, M. (Eds.), Language, Music and Interaction, 197–209. College Publications: London.