Embedded Files
Under Review
Under Review
Vuoskoski, J., Zickfeld, J., Alluri, V. Moorthigari, V., & Seibt, B. Feeling moved by music: Investigating continuous ratings and acoustic correlates. PloS One.
Suranra, A, Goyal, Y, Alluri, V. Static and Dynamic Measures of Active Music Listening as Indicators of Depression Risk. In Speech, Music, and Mind with Audio Satellite Workshop, Interspeech 2020.
In refereed international journals and conferences
In refereed international journals and conferences
2020
2020
Surana, A., Goyal, Y., Srivastava, M., Saarikallio, S, and Alluri, V. (2020) TAG2RISK: Harnessing Social Music Tags for Characterizing Depression Risk. In Proceedings of 21st International Society for Music Information Retrieval.
Agarwal, Y., Jain, S., Carlson, E., Toiviainen, P., Alluri, V. (2020) Towards Multimodal MIR: Predicting Individual differences from Music-induced Movement. In Proceedings of 21st International Society for Music Information Retrieval.
Moorthigari, V., Carlson, E., Toiviainen, P., Brattico, E., Alluri, V. (2020) Differential Effects of Trait Empathy on Functional Network Centrality. In The 13th International Conference on Brain Informatics. Virtual Conference.
Gandhi, R., Garimella, A., Toiviainen, P., Alluri, V. (2020) Dynamic Functional Connectivity Captures Individuals’ Unique Brain Signatures. In The 13th International Conference on Brain Informatics. Virtual Conference.
Saarikallio, S., Alluri, V., Maksimainen, J. & Toiviainen, P. (2020) Emotions of music listening: comparison of an individualistic and a collectivistic culture. Psychology of Music.
Garimella, A., Rajguru, S., Singla, U., Alluri, V. (2020). Marijuana and the Hippocampus: A Longitudinal Study on the effects of Marijuana on Hippocampal Subfield Progress in Neuropsychopharmacology & Biological Psychiatry. Vol 101, pp.
2019
2019
Niranjan,D., Toiviainen, P., Brattico, B., and Alluri, V. (2019) Dynamic Functional Connectivity in the Musical Brain. In The 12th International Conference on Brain Informatics, Hainan, China.
Niranjan,D., Burunat, I., Toiviainen, P., Brattico, B., and Alluri, V. (2019) Influence of Musical Expertise on the processing of Musical Features in a Naturalistic Setting. Conference on Cognitive Computational Neuroscience 2019. Poster.
Agarwal, R., Singh, R., Saarikallio, S., McFerran, K, and Alluri, V. (2019) Mining Mental States using Music Associations. In Speech, Music, and Mind with Audio Satellite Workshop, Interspeech 2019.
Toiviainen, P., Burunat, I., Brattico, E., Vuust, P., Alluri, V. (2019) The chronnectome of musical beat. Neuroimage.
2018
2018
Tsatsishvili, V., Burunat, I., Cong, F., Toiviainen, P., Alluri, V., Ristaniemi, T. (2018) On application of Kernel PCA for Generating Stimulus Features for fMRI during Continuous Music Listening. Journal of Neuroscience Methods.
Hoefle, S., Engel, A., Basilio, R., Alluri, V., Toiviainen, P., Cagy, M., Moll, J (2018) Identifying musical pieces from fMRI data using encoding and decoding models. Scientific Reports.
2017
2017
Alluri V., Toiviainen, P., Burunat, I., Kluichko, M., Vuust, P., Brattico, E. (2017) Connectivity Patterns During Music Listening: Evidence for Actionbased Processing in Musicians. Human Brain Mapping. Vol 38 (6), pp. 2955– 2970.
2016
2016
Poikonen, H., Alluri, V., Brattico, E., Lartillot, O., Tervaniemi, M., and Huotilainen, M. "Event-related brain responses while listening to entire pieces of music." Neuroscience 312 (2016): 58-73.
2015
2015
Alluri V., Brattico, E., Toiviainen, P., Burunat, I., Bogert, B., Numminen, J., Kluichko, M. (2015) Musical expertise modulates functional connectivity of limbic regions during continuous music listening. Psychomusicology: Music, Mind and Brain. Vol 25(4), 443-454.
Brattico E, Bogert B, Alluri V, Tervaniemi M, Eerola T and Jacobsen T (2015). It’s sad but I like it: The neural dissociation between musical emotions and liking in experts and laypersons. Front. Hum. Neurosci. 9:676. doi: 10.3389/fnhum.2015.00676.
Burunat, I., Toiviainen, P., Alluri V., Bogert, B., Ristaniemi T., Sams, M., Brattico, E. (2015). The reliability of continuous brain responses during naturalistic listening to music. Neuroimage, 124: 224-231. doi:10.1016/j.neuroimage.2015.09.005
2014
2014
Toiviainen, P., Alluri, V., Brattico, E., Wallentin, M., & Vuust, P. (2014). Capturing the musical brain with Lasso: Dynamic decoding of musical features from fMRI data. NeuroImage, 88, 170–180.
Burunat, I., Alluri V., Toiviainen, P., Numminen, J., Brattico, E. (2014). Dynamics of brain activity underlying working memory for music in a naturalistic condition. Cortex, 57: 254-269.
Cong, F., Puoliväli, T., Alluri, V., Sipola, T., Burunat, I., Toiviainen, P., Nandi, A. K., Brattico, E., Ristaniemi T. (2014). Key Issues in Decomposing FMRI during Naturalistic and Continuous Music Experience with Independent Component Analysis, Journal of Neuroscience Methods, 223:74-84.
2013
2013
Alluri V., Toiviainen P., Lund T., Wallentin M., Vuust P., Nandi A., Ristaniemi T., and Brattico, E. (2013). From Vivaldi to Beatles and back: predicting brain responses to music. Neuroimage. 83, 627-636. doi: 10.1016/j.neuroimage.2013.06.064
Cong, F., Alluri, V., Nandi, A. K., Toiviainen, P., Fa, R., Abu-Jamous, B., Gong, L., Craenen, B. G. W., Poikonen, H., Huotilainen, M., & Ristaniemi, T. (2013). Linking brain responses to naturalistic and continuous music through analysis of ongoing EEG and stimulus features. IEEE Transactions on Multimedia, 15(5): 1060-1069. DOI: 10.1109/TMM.2013.2253452.
Tsatsishvili, V., Cong, F., Puoliväli, T., Alluri, V., Toiviainen, P., Nandi, A.K., Brattico, E., & Ristaniemi, T. (2013). Dimension reduction for individual ICA to decompose fMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. Proc. of 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 137–142.
Sipola, T., Cong, F., Ristaniemi, T., Alluri, V., Toiviainen, P., Brattico, E., Nandi, A. (2013). Diffusion Map for Clustering FMRI Spatial Maps Extracted by Independent Component Analysis, Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP) 2013, Southampton, United Kingdom, September 22-25.
Tsatsishvili V, Cong F, Ristaniemi T, Toiviainen P, Alluri V, Brattico E, et al. (2013) Generation of stimulus features for analysis of FMRI during natural auditory experiences. Signal Processing Conference (EUSIPCO), Proceedings of the 22nd European; IEEE.
Tsatsishvili V, Cong F, Puoliväli T, Alluri V, Toiviainen P, Nandi AK, et al. (2013) Dimension Reduction for Individual ICA to Decompose FMRI during Real-World Experiences: Principal Component Analysis vs. Canonical Correlation Analysis. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN); Bruges, Belgium.
Cong, F., Alluri, V., Nandi, A., Toiviainen, P., Fa, R., Abu-Jamous, B., Gong, L., Craenen, B., Poikonen, H., Huotilainen, M., Ristaniemi, T. (2013). Linking Brain Responses to Naturalistic Music through Analysis of Ongoing EEG and Stimulus Features, IEEE Transactions on Multimedia, 15(5): 1060-1069.
Puoliväli, T., Cong, F., Alluri, V., Lin, Q., Toiviainen, P., Nandi, A., Brattico, E., Ristaniemi, T. (2013). Semi-blind Independent Component Analysis of Functional MRI Elicited by Continuous Listening to Music, International Conference on Acoustics, Speech, and Signal Processing 2013 (ICASSP2013), Vancouver, Canada, on May 26-31, pp.1310-1314.
2012
2012
Alluri, V. & Toiviainen, P. (2012). Effect of enculturation on the semantic and acoustic correlates of polyphonic timbre. Music Perception, 29(3), 297-310.
Alluri, V., Toiviainen, P., Jääskeläinen, I., Sams, M., Glerean, E., & Brattico, E. (2012). Large-scale brain networks emerge from dynamic processing of musical timbre, key and rhythm. Neuroimage. 59, 3677-3689. doi:10.1016/j.neuroimage.2011.11.019.
Eerola, T., Alluri, V., & Ferrer, R. (2012). Timbre and affect dimensions: Evidence from affect and similarity ratings and acoustic correlates of isolated instrument sounds. Music Perception, 30(1), 49-70.
Cong, F., Phan, A. H., Zhao, Q., Nandi, A, K, Alluri, V., Toiviainen, P., Poikonen, H., Huotilainen, M., Cichocki, A., & Ristaniemi, T. (2012). Analysis of Ongoing EEG Elicited by Natural Music Stimuli Using Nonnegative Tensor Factorization. In Proc. The 2012 European Signal Processing Conference (EUSIPCO-2012), Bucharest, Romania, August 27-31, 2012, 494-498.
2011
2011
Brattico, E., Alluri V., Bogert, B., Jacobsen, T., Vartiainen, N., Nieminen, S., & Tervaniemi, M. (2011). A functional MRI study of happy and sad emotions in music with and without lyrics. Frontiers in Psychology 2, 308. doi: 10.3389/fpsyg.2011.00308.
2010
2010
Alluri, V. & Toiviainen, P. (2010). Exploring perceptual and acoustic correlates of polyphonic timbre. Music Perception, 27(3), 223–241.
Alluri, V., & Toiviainen, P. (2010). Cross-cultural similarities in polyphonic timbre perception. Proceedings of the 11th International Conference on Music Perception and Cognition, (ICMPC). Seattle, United States: University of Washington.
2009
2009
Alluri, V. & Toiviainen, P. (2009). In search of perceptual and acoustic correlates of polyphonic timbre. In J. Louhivuori, T. Eerola, S. Saarikallio, T. Himberg, & P.-S. Eerola (Eds.) Proceedings of the 7th Triennial Conference of European Society for the Cognitive Sciences of Music. Jyväskylä, Finland.
2008
2008
Eerola, T., Alluri, V., & Ferrer, R. (2008). Emotional connotations of isolated instruments sounds. In Proceedings of the 10th International Conference on Music Perception and Cognition (ICMPC10), pp. 483–489, Sapporo, Japan. University of Hokkaido.
Book Chapters
Book Chapters
Alluri V, Kadiri, S (2019) Neural Correlates of Timbre Processing. In K. Siedenburg, et al. (Eds.), Timbre: Acoustics, Perception, and Cognition, Springer Handbook of Auditory Research 69.
Brattico, E & Alluri, V (in revision) Music in all its beauty: Adopting the naturalistic paradigm to uncover brain processes during the aesthetic musical experience. Neuroaesthetics in Focus.
Presentations (Spoken and Poster) in Conferences and other contexts
Presentations (Spoken and Poster) in Conferences and other contexts
2019
2019
Kedia, A., Abrol, N., Garza-Villarreal, E., Alluri, V. (2019). Resting state community structure in cocaine dependence. In Organization for Human Brain Mapping. Rome, Italy. Poster
Moorthigari, V., Toiviainen, P., Brattico, E., Alluri, V. (2019). Differential Effects of Trait Empathy on Functional Network Centrality. In Organization for Human Brain Mapping. Rome, Italy. Poster
Alluri, V., Toiviainen, P., Burunat, I., Brattico, E. (2019). Effect of Active vs Passive Experience On Functional Network Centrality During Music Listening. In Organization for Human Brain Mapping. Rome, Italy. Poster
Toiviainen, P., Alluri, V., Burunat, I., Brattico, E (2019). Musical beat salience modulates functional network centrality. In Organization for Human Brain Mapping. Rome, Italy. Poster
Garimella, A., Alluri, V., Fruholz, S. (2019). A Study on Personality Traits and it’s Associations with Hippocampal Subfield Volumes in Psychologically Healthy Individuals. In Organization for Human Brain Mapping. Rome, Italy. Poster.
Varghese, S., Goel, M., Alluri, V. (2019). Nature of Musical Preferences Among Autistic Kids - Pilot Study in an Indian Context. The 2019 Biennial Meeting of the Society for Music Perception and Cognition. New York City, USA.
2018
2018
Mittal, A., Vuoskoski, J., Alluri, V. (2018). Personality, trait empathy, and kinds of musical reward predict healthy and unhealthy music listening strategies. The 15th International Conference on Music Perception and Cognition, (ICMPC). Graz, Austria. Poster.
Subramaniam, S., Mittal, A., Alluri, V. (2018). Indian Validation of Healthy-Unhealthy Music Scale (HUMS). The 15th International Conference on Music Perception and Cognition, (ICMPC). Graz, Austria. Poster.
Saarikallio, S., Alluri, V., Maksimainen, J. (2018). Cultural factors in the constitution of emotions in meaningful music listening experiences. The 15th International Conference on Music Perception and Cognition, (ICMPC). Graz, Austria. Presentation.
2015
2015
Toiviainen, P. Alluri, V., & Brattico, E. (2015). Lateralized modulation of amygdala connectivity by valence during continuous music listening. In 4th International Conference on Music and Emotion. Geneva. Poster.
Alluri, V., Toiviainen, P., Brattico, E., (2015). Subcortical network hub differences in musicians and non-musicians during continuous listening to music. In 4th International Conference on Music and Emotion. Geneva. Poster.
Toiviainen, P., Alluri, V., Burunat, I., & Brattico, E. (2015) Whole-Brain Functional Connectivity During Naturalistic Music Listening: Effect of Musical Training. Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music, Manchester, UK.
2014
2014
Alluri, V., Toiviainen, P., Burunat, I., Bogert, B., Brattico, E., (2014). Musical training modulates liking-dependent connectivity during continuous listening. In The Neurosciences and Music V: Cognitive Stimulation and Rehabilitation. Dijon. Poster.
2013
2013
Tsatsishvili, V., Cong, F., Puoliväli, T., Alluri, V., Toiviainen, P., Nandi, A. K., Brattico, E., Ristaniemi, T (2013). Dimension Reduction for Independent Component Analysis to Decompose fMRI during Real-World Auditory Experiences: Canonical Correlation Analysis vs. Principal Component Analysis. In 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Belgium. Poster.
2012
2012
Alluri, V., Toiviainen, P., Lund, T., Wallentin, M., Vuust, P., & Brattico, E. (2012). From Vivaldi to Beatles and back: Predicting brain responses to music in real time. In The 16th Annual Symposium for Music Scholars in Finland. Jyväskylä, Finland: University of Jyväskylä, Presentation.
Alluri, V., Toiviainen, P., Lund, T., Wallentin, M., Vuust, P., Brattico, E (2012). From Vivaldi to Beatles and Back: Predicting Brain Responses to Music in Real Time. In The 12th International Conference on Music Perception and Cognition, (ICMPC). Thessaloniki, Greece: Aristotle University of Thessaloniki. Presentation.
Toiviainen, P., Alluri, V., Brattico, E., Nielsen, A. H., Dohn, A., Wallentin, M., Vuust, P (2012). I Can Read Your Mind: Inverse Inference in Musical Neuroinformatics. In The 12th International Conference on Music Perception and Cognition, (ICMPC). Thessaloniki, Greece: Aristotle University of Thessaloniki. Presentation.
2011
2011
Alluri, V., Toiviainen, P., Jääskeläinen, I., Sams, M., Glerean, E., & Brattico, E. (2011). Processing Tango Nuevo in the brain. In The Neurosciences and Music - IV. Edinburgh, Scotland, UK. Poster.
Glerean, E., Brattico, E., Toiviainen, P., Alluri, V., Jääskeläinen, I. P., Sams, M. (2011). Structural hearing of music: patterns of dynamic functional connectivity with fMRI. In The Neurosciences and Music – IV Learning and Memory, Edinburgh, UK. Poster.
Alluri, V., Toiviainen, P., Jääskeläinen, I., Sams, M., Glerean, E., & Brattico, E. (2011). Processing Tango Nuevo in the brain. In 100 Years of Musicological Scholarship Celebration Symposium, Helsinki, Finland. Presentation.
2010
2010
Alluri, V. & Toiviainen, P. (2010). Cross-cultural similarities in polyphonic timbre perception. In The 11th international conference on music perception and cognition. Seattle, USA. Presentation.
Alluri, V., Toiviainen, P., Sams, M., Jääskeläinen, I., & Brattico, E. (2010). Brain correlates of musical feature processing during listening to modern tango. In 11th International Conference on Music Perception and Cognition. Seattle: Washington US. Poster.
2009
2009
Alluri, V. & Toiviainen, P. (2009). Exploring perceptual and acoustical correlates of polyphonic timbre. In The 13th Annual Symposium for Music Scholars in Finland. Turku, Finland: University of Turku, Presentation.
Invited keynotes
Invited keynotes
2018
2018
Alluri, V. (2018). Timbre in the Brain. At Timbre2018 Conference, McGill Univeristy. Montreal, Canada.
2014
2014
Alluri, V. (2014). fMRI meets MIR: Neural Correlates of Music and Pleasure Processing During Naturalistic Listening. At 3rd International Symposium Frontiers in Neuroscience. Buzios, Brazil.
Invited Talks
Invited Talks
Alluri, V. (2020). Music Research in the era of Big Data. At Hopper India, Virtual Conference.
Alluri, V. (2019). Dynamic music processing in the brain. University of Oslo.
Alluri, V. (2019). Music as a mirror of the self. At Indian Institute of Technology-Bombay, India
Alluri, V. (2019). Decoding Brain States using Music. At Indian Institute of Technology-Bombay, India
Alluri, V. (2018). Decoding Brain States using Music. At Indian Institute of Technology-Hyderabad, India
Alluri, V. (2018). Beyond Machine Learning: Decoding Brain States using Music. At Adobe Research, Benguluru, India
Alluri, V. (2018). The Musical Brain. At KIMS Hospital, Hyderabad, India
Alluri, V. (2017). Music Processing During Naturalistic Listening and the Effect of Musical Expertise. At the 23rd Frontiers of Research in Speech and Music Conference, Rourkela, India
Alluri, V. (2017). The Musical Brain. At The CogTalk, Center for Neural and Cognitive Science. University of Hyderabad, India
Alluri, V. (2017). Functional neuroimaging studies on Music and the Brain. National Institute of Mental Health & Neuro Sciences, Benguluru, India
Public media appearances
Public media appearances
Alluri, V. (2020). Let's Talk AI - ML in Music. https://www.youtube.com/watch?v=iKFCBctqOmQ&t=1456s.
Alluri, V. (2020). Music and Engineering. https://www.youtube.com/watch?v=lFOPoAdiAh0&t=594s
Alluri, V. (2020). Women in Engineering. https://www.youtube.com/watch?v=n3VD9XcONZs.
Alluri, V. (2020).Newspaper article. IIIT Hyderabad develops model to predict traits through music-induced movement. Telangana Today, 17-July-2020.
Alluri, V. (2019). Web news, How music psychology can boost mental illness identification, Down To Earth Magazine (blog)-10-Oct-2019.
Alluri, V. (2019). Newspaper article, Not all is music to our ears, say researchers, The Hindu, 20-Sep-2019.
Alluri, V. (2019). Newspaper article, Music will help identify mental illness, claims study, Telangana Today, 21-Sep-2019.
Alluri, V. (2018). Newspaper article, The road to musical recovery, Deccan Chronicle, 30-Mar-2018.
Alluri, V. (2014). Web news, Different Brain Regions Handle Different Music Types, March 12, 2014, Scientific American.
Alluri, V. (2013). Web news, This is your brain on Vivaldi and Beatles, August 7, 2013, Science Daily.
Alluri, V. (2011). Web news, Musiikki aktivoi aivoissa liike- ja tunnealueita (Music activates motor and emotion areas in the brain). December 5, 2011, YLE, Finland.
Alluri, V. (2011). Web news, Musiikin kuuntelu saa aivot syttymään (Listening to music lights up the brain). December 5, 2011, Turun Sanomat, Finland.
Alluri, V. (2011). Web news, Muusika ergastab tervet aju (Music activates the whole brain). December 8, 2011, Postimees, Estonia.
Alluri, V. (2011). Web news, Listening to Music Lights Up the Whole Brain. December 5, 2001, Science Daily.
Alluri, V. (2011). Web news, Study reveals how wide brain networks are activated during music listening. December 5, 2011, Medical News.
Alluri V. (2011). Web news, Toe-Nailed: The Secret Of Dancing. December 8, 2011. Croatian Times.
Alluri, V. (2011). Web news, Muestran por primera vez cómo la música activa las áreas emocional, motora y creativa del cerebro. December 8, 2011, Europa Press.
Alluri, V, (2011). Web news, Pour l’écoute de musique lumières jusqu’à tout le cerveau. December 8, 2011, Francaise Nouvelles. tout-le-cerveau/
Alluri, V. (2011). Web news, Прослушивание музыки активирует весь мозг (listening to music activates the whole brain). December 6, 2011, PsyPress, Russia.
Alluri, V. (2011). Newspaper article, Music does wonders to the human brain, says researcher duo. December 23, 2011. The Hindu, India.
Alluri, V. (2011). Web news, How music touches the brain. December 27, 2011, Science Nordic. http://sciencenordic.com/how-music-touches-brain.
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