Theses
A Tonic Identification Approach for Indian Art Music
Master dissertation, Music Technology Group, University of Pompeu Fabra, Barcelona, Spain, 2012
[PDF] [BibTex] [MTG]
Computational Approaches for Melodic Description in Indian Art Music Corpora
PhD dissertation, Music Technology Group, University of Pompeu Fabra, Barcelona, Spain, 2016
[PDF] [Video] [BibTex] [MTG] [Resources]
Master dissertation, Music Technology Group, University of Pompeu Fabra, Barcelona, Spain, 2012
[PDF] [BibTex] [MTG]
Computational Approaches for Melodic Description in Indian Art Music Corpora
PhD dissertation, Music Technology Group, University of Pompeu Fabra, Barcelona, Spain, 2016
[PDF] [Video] [BibTex] [MTG] [Resources]
Peer-Reviewed Publications
2016
|
Time-delayed melody surfaces for raga recognition
S. Gulati, J. Serrà, K.K. Ganguli, S. Şentürk and X. Serra Proc. of the International Society for Music Information Retrieval Conference (ISMIR), pp. 751-757, New York, USA. [PDF] [BibTex] [Poster] [MTG] Data-driven exploration of melodic structures in Hindustani music K. K. Ganguli, S. Gulati, X. Serra and P. Rao Proc. of the International Society for Music Information Retrieval Conference (ISMIR), pp. 605-611, New York, USA. [PDF] [BibTex] [MTG] Phrase-based Rāga Recognition Using Vector Space Modelling S. Gulati, J. Serrà, V. Ishwar, S. Şentürk and X. Serra Proc. of IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP), pp. 66-70, Shanghai, China. [PDF] [BibTex] [Slides] [MTG] Discovering Rāga Motifs by Characterizing Communities in Networks of Melodic Patterns S. Gulati, J. Serrà, V. Ishwar and X. Serra Proc. of IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP), pp. 286-290, Shanghai, China. [PDF] [BibTex] [Poster] [MTG] |
2015
|
An Evaluation of Methodologies for Melodic Similarity in Audio Recordings of Indian Art Music
S. Gulati, J. Serrà and X. Serra Proc. of IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia. [PDF] [BibTex] [Poster] [MTG] Improving Melodic Similarity in Indian Art Music Using Culture-specific Melodic Characteristics S. Gulati, J. Serrà and X. Serra Proc. of International Society for Music Information Retrieval Conference (ISMIR) , pp. 680-686, Spain. [PDF] [BibTex] [Poster] [MTG] |
2014
|
Mining Melodic Patterns in Large Audio Collections of Indian Art Music
S. Gulati, J. Serrà, V. Ishwar and X. Serra Proc. of International Conference on Signal Image Technology & Internet Based Systems (SITIS) - Multimedia Information Retrieval and Applications, Marrakech, Morocco. [PDF] [BibTex] [Slides] [MTG] Landmark detection in Hindustani music melodies S. Gulati, J. Serrà, K. K. Ganguli and X. Serra Proc. of Joint Int. Computer Music Conf./Sound and Music Computing Conf. (ICMC-SMC), pp. 1062-1068, Greece. [PDF] [BibTex] [Slides] [MTG] Corpora for Music Information Research in Indian Art Music A.Srinivasamurthy, G. K. Koduri, S. Gulati, V. Ishwar, X. Serra Proc. of Joint Int. Computer Music Conf./Sound and Music Computing Conf. (ICMC-SMC), pp. 1029-1036, Greece. [PDF] [BibTex] [MTG] Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation S. Gulati, A. Bellur, J. Salamon, Ranjani H.G, V. Ishwar, H. A Murthy, and X. Serra Journal of New Music Research, vol. 43, no. 1, pp. 53-71, March [PDF] [DOI] [BibTex] [MTG] |
2013
|
Essentia: An audio analysis library for music information retrieval
B. Dmitry, N. Wack, E. Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata, and X. Serra Proc. of the International Society for Music Information Retrieval Conference (ISMIR), pp. 493–498, Brazil. [PDF] [BibTex] [MTG] ESSENTIA: an open-source library for sound and music analysis B. Dmitry, N. Wack, E. Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata, and X. Serra Proc of the 21st ACM international conference on Multimedia (ACM), pp. 855-858. [PDF] [BibTex] [MTG] Score Informed Tonic Identification for Makam Music of Turkey S. Şentürk, S. Gulati and X. Serra Proc. of the International Society for Music Information Retrieval Conference (ISMIR), pp. 175–180, Brazil. [PDF] [BibTex] [MTG] |
2012
|
Rāga Recognition based on Pitch Distribution Methods
G. Koduri, S. Gulati, P. Rao and X. Serra Journal of New Music Research (JNMR), 41(4), 337–350. [e-Repository] [DOI] [MTG] A Two-stage Approach for Tonic Identification in Indian Art Music S. Gulati, J. Salamon and X. Serra Proc. of 2nd CompMusic workshop, Istanbul, pp. 119-127, Turkey. [PDF] [e-Repository] [BibTex] [Slides] [MTG] Meter detection from audio for Indian music S. Gulati, V. Rao and P. Rao In Speech, Sound and Music Processing: Embracing Research in India Lecture Notes in Computer Science (LNCS), Vol. 7172, p 34-43, Springer Berlin Heidelberg [BibTex] [DOI] A Multipitch Approach to Tonic Identification in Indian Classial Music J. Salamon, S. Gulati and X. Serra Proc. of the International Society for Music Information Retrieval Conference (ISMIR), pp. 499-504, Porto, Portugal. [PDF] [BibTex] [MTG] A Musically Aware System for Browsing and Interacting with Audio Music Collections M. Sordo, G.K. Koduri, S. Şentürk, S. Gulati, and X. Serra Proc. of 2nd CompMusic workshop, Istanbul, Turkey. [PDF] [MTG] |
< 2012
|
Rhythm Pattern Representations for Tempo Detection in Music
S. Gulati and P. Rao Proc. of International Conference on Intelligent Interactive Technologies and Multimedia (IITM), pp. 241-244, 2010, India. [ACM] [DOI] [BibTex] A survey of rāga recognition techniques and improvements to the state-of-the-art G. Koduri, S. Gulati and P. Rao Proc. of Sound and Music Computing Conference 2011, Italy. [SMC] Automatic Genre Classification of North Indian Devotional Music S. Kini, S. Gulati and P. Rao Proc. of National Conference on Communications (NCC), pp. 1-5, 2011, India. [IEEE] [DOI] [BibTex] |
Other Contributions
Melodic Pattern Extraction in Large Collections of Music Recordings Using Time Series Mining Techniques
S. Gulati, J. Serrà, V. Ishwar and X. Serra
In Late-Breaking Demo Session of International Society for Music Information Retrieval Conference (ISMIR), 2014, Taipei, Taiwan.
[PDF] [Poster] [MTG]
Rāgawise: A Lightweight Real-time Rāga Recognition System for Indian Art Music
Gulati, S., Ganguli, K. K., Gupta, S., Srinivasamurthy, A., & Serra, X
In Late-Breaking Demo Session of International Society for Music Information Retrieval Conference (ISMIR), 2015, Malaga, Spain.
[PDF] [BibTex] [TRY OUT] [Code] [Video]
Jingju music: Concepts and Computational Tools for its Analysis
Caro, R., Srinivasamurthy, A., Gulati, S., & Serra, X
A Tutorial in the 15th International Society for Music Information Retrieval Conference (ISMIR), 2014, Taipei, Taiwan.
[Code] [Video] [CompMusic]
S. Gulati, J. Serrà, V. Ishwar and X. Serra
In Late-Breaking Demo Session of International Society for Music Information Retrieval Conference (ISMIR), 2014, Taipei, Taiwan.
[PDF] [Poster] [MTG]
Rāgawise: A Lightweight Real-time Rāga Recognition System for Indian Art Music
Gulati, S., Ganguli, K. K., Gupta, S., Srinivasamurthy, A., & Serra, X
In Late-Breaking Demo Session of International Society for Music Information Retrieval Conference (ISMIR), 2015, Malaga, Spain.
[PDF] [BibTex] [TRY OUT] [Code] [Video]
Jingju music: Concepts and Computational Tools for its Analysis
Caro, R., Srinivasamurthy, A., Gulati, S., & Serra, X
A Tutorial in the 15th International Society for Music Information Retrieval Conference (ISMIR), 2014, Taipei, Taiwan.
[Code] [Video] [CompMusic]