Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization. - Fengyu Cong; Anh Huy Phan 001; Qibin Zhao; Asoke K. Nandi; Vinoo Alluri; Petri Toiviainen; Hanna Poikonen; Minna Huotilainen; Andrzej Cichocki; Tapani Ristaniemi (EUSIPCO, 2012)

Large-scale brain networks emerge from dynamic processing of musical timbre, key and rhythm. - Vinoo Alluri; Petri Toiviainen; Iiro P. Jääskeläinen; Enrico Glerean; Mikko Sams; Elvira Brattico (NeuroImage, 2012)

Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. - Valeri Tsatsishvili; Fengyu Cong; Tuomas Puoliväli; Vinoo Alluri; Petri Toiviainen; Asoke K. Nandi; Elvira Brattico; Tapani Ristaniemi (ESANN, 2013)

Semi-blind independent component analysis of functional MRI elicited by continuous listening to music. - Tuomas Puoliväli; Fengyu Cong; Vinoo Alluri; Qiu-Hua Lin; Petri Toiviainen; Asoke K. Nandi; Elvira Brattico; Tapani Ristaniemi (ICASSP, 2013)

Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. - Tuomo Sipola; Fengyu Cong; Tapani Ristaniemi; Vinoo Alluri; Petri Toiviainen; Elvira Brattico; Asoke K. Nandi (MLSP, 2013)

From Vivaldi to Beatles and back: Predicting lateralized brain responses to music. - Vinoo Alluri; Petri Toiviainen; Torben Ellegaard Lund; Mikkel Wallentin; Peter Vuust; Asoke K. Nandi; Tapani Ristaniemi; Elvira Brattico (NeuroImage, 2013)

Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features. - Fengyu Cong; Vinoo Alluri; Asoke K. Nandi; Petri Toiviainen; Rui Fa; Basel Abu-Jamous; Liyun Gong; Bart G. W. Craenen; Hanna Poikonen; Minna Huotilainen; Tapani Ristaniemi (IEEE Trans. Multim., 2013)

Generation of stimulus features for analysis of FMRI during natural auditory experiences. - Valeri Tsatsishvili; Fengyu Cong; Tapani Ristaniemi; Petri Toiviainen; Vinoo Alluri; Elvira Brattico; Asoke K. Nandi (EUSIPCO, 2014)

Capturing the musical brain with Lasso: Dynamic decoding of musical features from fMRI data. - Petri Toiviainen; Vinoo Alluri; Elvira Brattico; Mikkel Wallentin; Peter Vuust (NeuroImage, 2014)

The reliability of continuous brain responses during naturalistic listening to music. - Iballa Burunat; Petri Toiviainen; Vinoo Alluri; Brigitte Bogert; Tapani Ristaniemi; Mikko Sams; Elvira Brattico (NeuroImage, 2016)

Dynamic Functional Connectivity in the Musical Brain. - Dipankar Niranjan; Petri Toiviainen; Elvira Brattico; Vinoo Alluri (BI, 2019)

Mining Mental States using Music Associations. - Rajat Agarwal; Ravinder Singh; Suvi Saarikallio; Katrina McFerran; Vinoo Alluri (SMM, 2019)

Dynamic Functional Connectivity Captures Individuals' Unique Brain Signatures. - Rohan Gandhi; Arun Garimella; Petri Toiviainen; Vinoo Alluri (BI, 2020)

Differential Effects of Trait Empathy on Functional Network Centrality. - Vishnu Moorthigari; Emily Carlson; Petri Toiviainen; Elvira Brattico; Vinoo Alluri (BI, 2020)

Towards Multimodal MIR: Predicting individual differences from music-induced movement. - Yudhik Agrawal; Samyak Jain; Emily Carlson; Petri Toiviainen; Vinoo Alluri (ISMIR, 2020)

Tag2Risk: Harnessing Social Music Tags for Characterizing Depression Risk. - Aayush Surana; Yash Goyal; Manish Shrivastava 001; Suvi Saarikallio; Vinoo Alluri (ISMIR, 2020)

Static and Dynamic Measures of Active Music Listening as Indicators of Depression Risk. - Aayush Surana; Yash Goyal; Vinoo Alluri (SMM, 2020)

The chronnectome of musical beat. - Petri Toiviainen; Iballa Burunat; Elvira Brattico; Peter Vuust; Vinoo Alluri (NeuroImage, 2020)

Multimodal Fusion Based Attentive Networks for Sequential Music Recommendation. - Kunal Vaswani; Yudhik Agrawal; Vinoo Alluri (BigMM, 2021)

Transformer-Based Approach Towards Music Emotion Recognition from Lyrics. - Yudhik Agrawal; Ramaguru Guru Ravi Shanker; Vinoo Alluri (ECIR (2), 2021)

My Music and I: The interplay between music and individual differences. - Vinoo Alluri (SMM, 2021)

How Much do Lyrics Matter? Analysing Lyrical Simplicity Preferences for Individuals At Risk of Depression. - Jaidev Shriram; Sreeharsha Paruchuri; Vinoo Alluri (SMM, 2021)

Sonus Texere! Automated Dense Soundtrack Construction for Books using Movie Adaptations. - Jaidev Shriram; Makarand Tapaswi; Vinoo Alluri (ISMIR, 2022)

"The Times They Are-a-Changin": The Effect of the Covid-19 Pandemic on Online Music Sharing in India. - Tanvi Kamble; Pooja Desur; Amanda E. Krause; Ponnurangam Kumaraguru; Vinoo Alluri (SocInfo, 2022)

Predicting Individual Differences from Brain Responses to Music: A Comparison of Functional Connectivity Measures. - Arihant Jain; Petri Toiviainen; Vinoo Alluri (BI, 2023)

"Draw Fast, Guess Slow": Characterizing Interactions in Cooperative Partially Observable Settings with Online Pictionary as a Case Study. - Kiruthika Kannan; Anandhini Rajendran; Vinoo Alluri; Ravi Kiran Sarvadevabhatla (INTERACT (3), 2023)

Tollywood Emotions: Annotation of Valence-Arousal in Telugu Song Lyrics. - Ramaguru Guru Ravi Shanker; B. Manikanta Gupta; BV Koushik; Vinoo Alluri (CoRR, 2023)

Lyrically Speaking: Exploring the Link Between Lyrical Emotions, Themes and Depression Risk. - Pavani Chowdary; Bhavyajeet Singh; Rajat Agarwal; Vinoo Alluri (ISMIR, 2024)