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User Models for Culture-Aware Music Recommendation: Fusing Acoustic and Cultural Cues

Eva Zangerle, Martin Pichl, Markus Schedl
2020 Transactions of the International Society for Music Information Retrieval  
To evaluate the impact of the proposed user model on recommendation quality, we integrate the model into a culture-aware recommender system.  ...  to as well as the cultural background of users in the form of a music-cultural user model contributes to improved recommendation performance.  ...  Second, our analyses aim at investigating the general suitability of merging acoustic and cultural cues for music recommendation rather than lowlevel feature engineering and hence, we rely on Spotify's  ... 
doi:10.5334/tismir.37 fatcat:hrzib5znvvcqtgfl3ga54giz54

Exploring Gender Distribution in Music Recommender Systems

Dougal Shakespeare, Lorenzo Porcaro, Emilia Gómez
2020 Zenodo  
Music Recommender Systems (mRS) are designed to give personalised and meaning-ful recommendations of items (i.e. songs, playlists or artists) to a user base, thereby reflecting and further complementing  ...  individual users' specific music preferences.  ...  In recent years we highlight that one such application was made by Schedl et al. in their publication User Models for Culture-Aware Music Recommendation: Fusing Acoustic and Cultural Cues [45].  ... 
doi:10.5281/zenodo.4091510 fatcat:5ug2dprnr5haxgfukjtpofnlxe

Learning Neural Textual Representations for Citation Recommendation

Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2021 2020 25th International Conference on Pattern Recognition (ICPR)  
Interest and Expertise Modeling for Expert Recommendation DAY 4 -Jan 15, 2021 Dai, Huangpeng; Xie, Qing; Ma, Yanchun; Liu, Yongjian; Xiong, ShengWu 347 RGB-Infrared Person Re-Identification  ...  Tracking With Visible, Thermal and Acoustic Sensors DAY 1 -Jan 12, 2021 Fürst, Michael; T.P.  ... 
doi:10.1109/icpr48806.2021.9412725 fatcat:3vge2tpd2zf7jcv5btcixnaikm

Bridging Audio and Augmented Reality towards a new Generation of Serious Audio-only Games

2019 The Electronic Journal of e-Learning  
This article suggests that audio games can be designed and implemented for the delivery of targeted curricula through an engaging learning experience, whereas fusing audio game mechanics into new interactive  ...  Educational practices are constantly adjusting to technological advances, in order to improve their effectiveness in delivering knowledge and preparing students for the challenges of modern digital society  ...  " (grant MIS number: 5007016), which is co-financed by Greece and the European Union (European Social Fund -ESF).  ... 
doi:10.34190/jel.17.2.07 fatcat:nkkvja4ianegbcuremuek2apaq

A Natural and Immersive Virtual Interface for the Surgical Safety Checklist Training

Andrea Ferracani, Daniele Pezzatini, Alberto Del Bimbo
2014 Proceedings of the 2014 ACM International Workshop on Serious Games - SeriousGames '14  
With the focus on natural language and entity understanding, for instance, we have improved Bing's ability to understand the user intent beyond queries and keywords.  ...  Specifically, I will talk about how we have significantly improved image search quality, and built differentiated image search user experience using NLP, entity, big data, machine learning and computer  ...  Retrieval Based on Hybrid Ranking and Attribute Learning A Real-time Smart Display Detection System Pose Maker: A Pose Recommendation System for Person in the Landscape Photographing Representing Musical  ... 
doi:10.1145/2656719.2656725 dblp:conf/mm/FerracaniPB14a fatcat:obsb2i4iybhu3dq77hujvjtbze

Nothing personal: algorithmic individuation on music streaming platforms

Robert Prey
2017 Media Culture and Society  
This article concludes with an examination of how commercial imperatives shape 'ways of seeing' and 'algorithmic individuation' on music streaming platforms.  ...  In particular, ways of seeing are heavily influenced by the consumer categories that are defined and demanded by advertisers.  ...  For example, instead of recommending content for specific individuals, contextbased recommendation systems personalize to users' context states.  ... 
doi:10.1177/0163443717745147 pmid:30270951 pmcid:PMC6146314 fatcat:nbyyj3zgcfdttfggttylncyom4

Front Matter: Volume 8392

Proceedings of SPIE
2012 Signal Processing, Sensor Fusion, and Target Recognition XXI  
(United States) 8392 0U A survey on acoustic signature recognition and classification techniques for persistent surveillance systems [8392-28] A. Alkilani, A. Shirkhodaie, Tennessee State Univ.  ... Paper Numbering: Proceedings of SPIE follow an e-First publication model, with papers published first online and then in print and on CD-ROM.  ...  Socio-Cultural Modeling for Sensemaking and Fusion Modeling can provide important cues for resource allocation, cueing data collection assets as to what to look for and where.  ... 
doi:10.1117/12.970996 fatcat:p53i2csq6zelbly4v6frt76u3u

Sonic branding: A consumer-oriented literature review

Clara Gustafsson
2015 Journal of Brand Management  
that users recognise and abide by the legal requirements associated with these rights.  ...  General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications  ...  In Bode's (2009) research this is a question of musical 'fit' with the ad context, and he makes an attempt to create a model that fuses music and cultural context in advertising.  ... 
doi:10.1057/bm.2015.5 fatcat:grgqdyxx5nbr5ksgid2cpmbafi

Exploring 3D Audio as a New Musical Language

Timothy Schmele, Pau Arumí, Josep Comacunjosas
2011 Zenodo  
It does so in three ways: It first investigates the greater history of spatialization and traces its epitaxy as an emancipated musical parameter up to recent developments since the new millennium.  ...  Based on the insights – and especially the complications encountered relating to the success of this approach, the thesis concludes by arguing the necessary conditions under which space as a musical parameter  ...  Or, more colloquially, can composers of spatial music shape society and can we train our culture to be more aware of their spatial hearing abilities?  ... 
doi:10.5281/zenodo.3725834 fatcat:lemetaqarzhknlms74xrnd7i2u

Proceedings of the 5th International Conference on Live Interfaces

Øyvind Brandtsegg, Daniel Formo
2020 Zenodo  
Collected proceedings from the 5th ICLI, edited by Brandtsegg and Formo.  ...  different audio synthesis models.  ...  Relations of the EEA Grants Portugal, and by the project "Experimentation in music in Portuguese culture: History, contexts and practices in the 20 th and 21 st centuries", co-financed by the European  ... 
doi:10.5281/zenodo.3928018 fatcat:z2yfhor2pngmxawzlzgl22y2fq

Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies [article]

Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer
2021 arXiv   pre-print
We begin with a brief introduction on widely used emotion representation models and affective modalities.  ...  adaptation for MER.  ...  This helps generate emotion-aware music playlists from one's personal album photos in mobile devices. IX.  ... 
arXiv:2108.10152v1 fatcat:hwnq7hoiqba3pdf6aakcxjq33i

Sounds too true to be good: diegetic infidelity – the case for sound in virtual reality

Angela McArthur, Rebecca Stewart, Mark Sandler
2017 Journal of Media Practice  
Treating our perceptual apparatus as stable, objective transducers, ignores the inter-subjective potential at the heart of immersive work, and situates users as passive spectators.  ...  The lines between referent and signified blur; the mediation between representations invoked by practitioners, and those experienced by audiences, suggest new opportunities for co-authorship.  ...  He is Principal Investigator of the EPSRCfunded grant, Fusing Audio and Semantic Technologies for Intelligent Music Production and Consumption (  ... 
doi:10.1080/14682753.2017.1305840 fatcat:3t4er4ss6ffnnmtmmefelyeoea

Embodied Conversational Agent-Based Kiosk for Automated Interviewing

Jay F. Nunamaker, Douglas C. Derrick, Aaron C. Elkins, Judee K. Burgoon, Mark W. Patton
2011 Journal of Management Information Systems  
, and recommendations.  ...  The SPECIES agent’s most significant effectors may be the recommendations that it makes to the user.  ... 
doi:10.2753/mis0742-1222280102 fatcat:odwkugkuabgyzjxfjtp7qcrvnq

A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances [article]

Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang
2022 arXiv   pre-print
baseline dataset, fusion strategies for multimodal affective analysis, and unsupervised learning models.  ...  Firstly, we introduce two typical emotion models followed by commonly used databases for affective computing.  ...  To deeply exploit and fuse text-acoustic features for emotion classification, Priyasad et al.  ... 
arXiv:2203.06935v3 fatcat:h4t3omkzjvcejn2kpvxns7n2qe

Music Interpretation Analysis. A Multimodal Approach To Score-Informed Resynthesis of Piano Recordings [article]

Federico Simonetta
2022 arXiv   pre-print
For this, a novel conceptual and mathematical framework named "Music Interpretation Analysis" (MIA) is presented.  ...  Second, the Thesis describes further works aiming at the democratization of music production tools via automatic resynthesis: 1) it elaborates software and file formats for historical music archiving and  ...  Acknowledgments 1,2 Not many thanks should be given for this work.  ... 
arXiv:2205.00941v1 fatcat:nnbfvywdyjgtfcapfq4nn2c3bq
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