Publications

[Extracted from DiVA, the publication database at KTH.]

Elowsson, A. (2020):
Polyphonic pitch tracking with deep layered learning.
Journal of the Acoustical Society of America 148: 446-468 [Details]
Dubois, J.; Elovsson, A.; Friberg, A. (2019):
Predicting Perceived Dissonance of Piano Chords Using a Chord-Class Invariant CNN and Deep Layered Learning.
[Conference paper] 16th Sound & Music Computing Conference SMC2019, Malaga, Spain; Proceedings of 16th Sound & Music Computing Conference (SMC), Malaga, Spain 530-536 [Details]
Elowsson, A.; Friberg, A. (2019):
Modeling Music Modality with a Key-Class Invariant Pitch Chroma CNN.
[Conference paper] 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, Netherlands, November 4-8, 2019; Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019 [Details]
Elowsson, A. (2018):
Modeling Music - Studies of Music Transcription, Music Perception and Music Production.
Doctoral thesis, comprehensive summary [Details]
Friberg, A.; Lindeberg, T.; Hellwagner, M.; Helgason, P.; Salomão, G.; Elovsson, A.; Lemaitre, G.; Ternström, S. (2018):
Prediction of three articulatory categories in vocal sound imitations using models for auditory receptive fields.
Journal of the Acoustical Society of America 144: 1467-1483 [Details]
Friberg, A.; Choi, K.; Schön, R.; Downie, J.; Elowsson, A. (2017):
Cross-cultural aspects of perceptual features in K-pop - A pilot study comparing Chinese and Swedish listeners.
[Conference paper] 43rd International Computer Music Conference, ICMC 2017 and the 6th International Electronic Music Week, EMW 2017, Shanghai, China, 15 October 2017 through 20 October 2017; 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week 291-296 [Details]
Elowsson, A.; Friberg, A. (2017):
Predicting the perception of performed dynamics in music audio with ensemble learning.
Journal of the Acoustical Society of America 141: 2224-2242 [Details]
Elowsson, A.; Friberg, A. (2017):
Long-term Average Spectrum in Popular Music and its Relation to the Level of the Percussion.
[Conference paper] AES 142nd Convention, Berlin, Germany; AES 142nd Convention, Berlin, Germany [Details]
Elowsson, A. (2016):
Beat Tracking with a Cepstroid Invariant Neural Network.
[Conference paper] 17th International Society for Music Information Retrieval Conference (ISMIR 2016); New York City, USA, 7-11 August, 2016.; 17th International Society for Music Information Retrieval Conference (ISMIR 2016) 351-357 [Details]
Elowsson, A.; Friberg, A. (2015):
Modeling the perception of tempo.
Journal of the Acoustical Society of America 137: 3163-3177 [Details]
Elowsson, A.; Schön, R.; Höglund, M.; Zea, E.; Friberg, A. (2014):
Estimation of vocal duration in monaural mixtures.
[Conference paper] 40th International Computer Music Conference, ICMC 2014, Joint with the 11th Sound and Music Computing Conference, SMC 2014 - Music Technology Meets Philosophy: From Digital Echos to Virtual Ethos, 14 September 2014 through 20 September 2014, Athens, Greece; Proceedings - 40th International Computer Music Conference, ICMC 2014 and 11th Sound and Music Computing Conference, SMC 2014 - Music Technology Meets Philosophy 1172-1177 [Details]
Friberg, A.; Schoonderwaldt, E.; Hedblad, A.; Fabiani, M.; Elowsson, A. (2014):
Using perceptually defined music features in music information retrieval.
Manuscript (preprint) [Details]
Friberg, A.; Schoonderwaldt, E.; Hedblad, A.; Fabiani, M.; Elowsson, A. (2014):
Using listener-based perceptual features as intermediate representations in music information retrieval.
Journal of the Acoustical Society of America 136: 1951-1963 [Details]
Elowsson, A.; Friberg, A. (2013):
Modelling Perception of Speed in Music Audio.
[Conference paper] SMC Sound and Music Computing Conference 2013; Stockholm, Sweden, 30 July-3 August, 2013; Proceedings of the Sound and Music Computing Conference 2013 735-741 [Details]
Bellec, G.; Elowsson, A.; Friberg, A.; Wolff, D.; Weyde, T. (2013):
A social network integrated game experiment to relate tapping to speed perception and explore rhythm reproduction.
[Conference paper] The Sound and Music Computing Conference (SMC 2013); Stockholm, Sweden, July 30 - August 2, 2013; Proceedings of the Sound and Music Computing Conference 2013 19-26 [Details]
Elowsson, A.; Friberg, A.; Madison, G.; Paulin, J. (2013):
Modelling the Speed of Music Using Features from Harmonic/Percussive Separated Audio.
[Conference paper] 14th International Society for Music Information Retrieval Conference (ISMIR 2013); Curitiba, Brazil, 4-8 November, 2013; Proceedings of the 14th International Society for Music Information Retrieval Conference 481-486 [Details]
Elowsson, A.; Friberg, A. (2012):
Algorithmic Composition of Popular Music.
[Conference paper] the 12th International Conference on Music Perception and Cognition and the 8th Triennial Conference of the European Society for the Cognitive Sciences of Music; Proceedings of the 12th International Conference on Music Perception and Cognition and the 8th Triennial Conference of the European Society for the Cognitive Sciences of Music 276-285 [Details]
Elowsson, A. ():
Polyphonic Pitch Tracking with Deep Layered Learning.
Manuscript (preprint) [Details]
Elowsson, A. ():
Deep Layered Learning in MIR.
Manuscript (preprint) [Details]
Elowsson, A. ():
Tempo-Invariant Processing of Rhythm with Convolutional Neural Networks.
Manuscript (preprint) [Details]