Research Interests
Digital signal processing, data mining and machine learning in the context of music information retrieval, sound and music computing and machine listening.
Specific research interests:
Within music information retrieval (MIR) I focus on audio content processing for extraction of musically meaningful metadata from polyphonic recordings. During my PhD within CompMusic project I am working towards developing culturally informed computational models for melodic description of Indian art music. Main topics during my PhD research includes:
Specific research interests:
Within music information retrieval (MIR) I focus on audio content processing for extraction of musically meaningful metadata from polyphonic recordings. During my PhD within CompMusic project I am working towards developing culturally informed computational models for melodic description of Indian art music. Main topics during my PhD research includes:
- Computational models for melodic similarity in the context of characteristic rāga phrases in Indian art music.
- Large scale unsupervised discovery of melodic patterns in audio recordings.
- Modeling abstract concepts such as Rāga in Indian art music using melodic patterns and other melodic characteristics.
Teaching and Scientific Service
Audio Signal Processing for Music Applications (ASPMA), MOOC-Coursera:
- Teaching assistant for MOOC course ASPMA offered through Coursera for two consecutive years 2014-2015.
- Contributed to design and implementation programming assignments and automated graders.
Processament de So i Música, Universitat Pompeu Fabra, Barcelona, Spain
- Teaching assistant for undergraduate course in UPF for three consecutive years 2013-2015.
- #Seminars, #Labs, #Programming assignments, #Automatic graders
Reviewer:
- The International Society of Music Information Retrieval (ISMIR), for the last 5 years (2013-2018)
- National Conference on Communications (NCC), #2015
- Journal of Intelligent Information Systems (JIIS), #2016
- Journal of New Music research (JNMR), #2016
- IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), #2016, #2017
- IEEE Transactions on Multimedia, #2017
- EURASIP Journal on Audio, Speech, and Music Processing, #2018
- ETE Technical Review Journal, #2018
- IEEE Journal of Selected Topics in Signal Processing, #2018
- Speech Music and Mind (SMM), #2018