Publications

Theses and Reports

• A. Srinivasamurthy, "A Data-driven Bayesian Approach to Automatic Rhythm Analysis of Indian Art Music", PhD Thesis, Universitat Pompeu Fabra, Barcelona, Spain, 2016

• A. Srinivasamurthy, "Reverberant Speech Processing for Hubot Communication", Master of Engineering Project Report, Indian Institute of Science, Bangalore, India, 2010.

Book Chapters

• A. Srinivasamurthy, S. Gulati, R. Caro Repetto, and X. Serra, Getting Started on Computational Musicology and Music Information Research: An Indian Art Music Perspective, in Indian Art Music: A Computational Perspective, Ed. Preeti Rao, Hema A. Murthy, S. R. M. Prasanna, Scheme for Promotion of Academic and Research Collaboration (SPARC), 2023, pp. 3-38. ISBN: 978-93-91408-09-1

• Gowriprasad and A. Srinivasamurthy, A Comparison of Percussion Instruments in Hindustani and Carnatic Music, in Indian Art Music: A Computational Perspective, Ed. Preeti Rao, Hema A. Murthy, S. R. M. Prasanna, Scheme for Promotion of Academic and Research Collaboration (SPARC), 2023, pp. 3-38. ISBN: 978-93-91408-09-1

Journal Articles

• A. Srinivasamurthy, S. Gulati, R. Caro Repetto, X. Serra, "Saraga: Open Datasets for Research on Indian Art Music," Empirical Musicology Review (Special Issue on Open Science in Musicology), vol. 16, no. 1, pp.  85-98, 2021

• H. G. Ranjani, A. Srinivasamurthy, D. Paramashivan and T. V. Sreenivas, "A compact pitch and time representation for melodic contours in Indian art music," The Journal of the Acoustical Society of America, vol. 145, no. 1, pp. 597-603, 2019.

• A. Srinivasamurthy, A. Holzapfel, K. K. Ganguli, X. Serra, "Aspects of tempo and rhythmic elaboration in Hindustani music: A corpus study," Frontiers in Digital Humanities: Digital Musicology, vol. 4, no. 20, October 2017.

• A. Srinivasamurthy, A. Holzapfel, X. Serra, "In Search of Automatic Rhythm Analysis Methods for Turkish and Indian Art Music," Journal of New Music Research, vol. 43, no. 1, pp. 97-117, March 2014.

Conference papers 

• A. Srinivasamurthy, V. Ishwar, X. Serra, "Statistical Analysis of Tempo and Rhythmic Elaboration in Carnatic Music," in Proceedings of the 24th International Symposium: Frontiers of Research in Speech and Music (FRSM - 2019), Kanpur, India, July 2019 (Invited Paper).

• M. Kleinert, H. Helmke, G. Siol, H. Ehr, A. Cerna, C. Kern, D. Klakow, P. Motlicek, Y. Oualil, M. Singh, A. Srinivasamurthy, "Semi-supervised Adaptation of Assistant Based Speech Recognition Models for different Approach Areas," in Proceedings of the 37th AIAA/IEEE Digital Avionics Systems Conference (DASC), London, UK, Sep 2018 (Best paper award).  

• A. Srinivasamurthy, P. Motlicek, M. Singh, Y. Oualil, M. Kleinert, H. Ehr, H. Helmke, "Iterative Learning of Speech Recognition Models for Air Traffic Control," in Proceedings of Interspeech 2018, pp. 3519-3523, Hyderabad, India, Sep 2018 (DOI: 10.21437/Interspeech.2018-1447)

• Y. Oualil, D. Klakow, G. Szaszák, A. Srinivasamurthy, H. Helmke, P. Motlicek, "A Context-Aware Speech Recognition and Understanding System for Air Traffic Control Domain," in Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, Okinawa, Japan, Dec 2017. 

• M. Kleinert, H. Helmke, G. Siol, H. Ehr, M. Finke, Y. Oualil, A. Srinivasamurthy, "Machine Learning of Controller Command Prediction Models from Recorded Radar Data and Controller Speech Utterances," in Proceedings of the 7th SESAR Innovation Days (SID), Belgrade, Serbia, Nov 2017. 

• A. Srinivasamurthy, A. Holzapfel, X. Serra, "Informed Automatic Meter Analysis of Music Recordings," in Proceedings of the 18th International Society for Music Information Retrieval (ISMIR) Conference, Suzhou, China, Oct 2017.

• G. Dzhambazov, A. Holzapfel, A. Srinivasamurthy, X. Serra, "Metrical-accent aware vocal onset detection in polyphonic audio," in Proceedings of the 18th International Society for Music Information Retrieval (ISMIR) Conference, Suzhou, China, Oct 2017.

• A. Srinivasamurthy, P. Motlicek, I. Himawan, G. Szaszak, Y. Oualil, H. Helmke, "Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control," in Proceedings of INTERSPEECH 2017, Stockholm, Sweden, Aug 2017. 

• K. K. Ganguli, A. Lele, S. Pinjani, P. Rao, A. Srinivasamurthy, S. Gulati, "Melodic Shape Stylization for Robust and Efficient Motif Detection in Hindustani Vocal Music," in Proceedings of National Conference for Communications, Chennai, India, Mar 2017. 

• G. Dzhambazov, A. Srinivasamurthy, S. Senturk, X. Serra, "On the use of Note Onsets for Improved Lyrics-to-audio alignment in Turkish Makam Music", in Proceedings of the 17th International Society for Music Information Retrieval (ISMIR) Conference, pp. 716-722, New York, USA, Aug 2016. 

• A. Srinivasamurthy, A. Holzapfel, A. T. Cemgil, X. Serra, "A generalized Bayesian model for tracking long metrical cycles in acoustic music signals", in Proceedings of ICASSP 2016, Shanghai, China, Mar 2016. 

• A. Srinivasamurthy, A. Holzapfel, A. T. Cemgil, X. Serra, "Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks," in Proceedings of the 16th International Society for Music Information Retrieval (ISMIR) Conference, pp. 197-203, Malaga, Spain, Oct 2015.

• S. Gupta, A. Srinivasamurthy, M. Kumar, H. A. Murthy and X. Serra, "Discovery of Syllabic Percussion Patterns in Tabla Solo Recordings," in Proceedings of the 16th International Society for Music Information Retrieval (ISMIR) Conference, pp. 385-391, Malaga, Spain, Oct 2015.

• A. Srinivasamurthy, R. Caro Repetto, H. Sundar, X. Serra, "Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera," in Proceedings of the 15th International Society for Music Information Retrieval (ISMIR) Conference, pp. 431-436, Taipei, Taiwan, Oct 2014. [Video]

• A. Holzapfel, F. Krebs, A. Srinivasamurthy, "Tracking the "odd": meter inference in a culturally diverse music corpus," in Proceedings of the 15th International Society for Music Information Retrieval (ISMIR) Conference, pp. 425-430, Taipei, Taiwan, Oct 2014.

• A. Srinivasamurthy, G. K. Koduri, S. Gulati, V. Ishwar, X. Serra, "Corpora for Music Information Research in Indian Art Music," in Proceedings of Joint International Computer Music Conference/Sound and Music Computing Conference, Athens, Greece, Sep 2014.

• A. Srinivasamurthy, X. Serra, "A Supervised Approach to Hierarchical Metrical Cycle Tracking from Audio Music Recordings," in Proceedings of ICASSP 2014, Florence, Italy, May 2014.

• M. Tian, A. Srinivasamurthy, M. Sandler, X. Serra, "A Study of Instrument-wise Onset Detection in Beijing Opera Percussion Ensembles," in Proceedings of ICASSP 2014, Florence, Italy, May 2014.

• R. Chen, W. Shen, A. Srinivasamurthy, P. Chordia, "Chord Recognition Using Duration-explicit Hidden Markov Models," in Proceedings of the 13th International Society for Music Information Retrieval (ISMIR) Conference, pp. 445-450, Porto, Portugal, October 2012.  

• A. Srinivasamurthy, P. Chordia, "A Unified System for Analysis and Representation of Indian Classical Music using Humdrum Syntax," 2nd CompMusic Workshop, pp. 38-42, Istanbul, Turkey, July 2012.

• A. Srinivasamurthy, S. Subramanian, G. Tronel and P. Chordia, "A Beat Tracking Approach to Complete Description of Rhythm in Indian Classical Music," 2nd CompMusic Workshop, pp. 72-78, Istanbul, Turkey, July 2012.

• A. Srinivasamurthy, P. Chordia, "Multiple Viewpoint Modeling of North Indian Classical Vocal Compositions," 9th International Symposium on Computer Music Modeling and Retrieval (CMMR), pp. 344-356, London, June 2012. 

• S. W. Lee, A. Srinivasamurthy, G. Tronel, W. Shen, J. Freeman, "Tok!: A Collaborative Acoustic Instrument using Mobile Phones," to the 12th International Conference on New Interfaces for Musical Expression (NIME), Michigan, May 2012. 

• Ajay S. and T.V. Sreenivas, "Multi-channel Iterative Dereverberation based on Codebook Constrained Iterative Multi-channel Wiener Filter," in Proceedings of INTERSPEECH 2010, pp. 981-984, Makuhari, Japan, September 2010.

• Veeravasantarao D, Ajay S, Prem Kumar P, Laxmidhar Behera, "Adaptive Active Noise Control Schemes for Headset Applications", in Proceedings of 17th IFAC World Congress, vol. 17(1), pp. 7550-7555, Seoul, July 2008.