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Pop Music Highlighter: Marking the Emotion Keypoints

Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2018 Transactions of the International Society for Music Information Retrieval  
In a previous work, we introduced an attention-based convolutional recurrent neural network that uses music emotion classification as a surrogate task for music highlight extraction, for Pop songs.  ...  For reproducibility, we open source the code and pre-trained model at https://github.com/remyhuang/pop-music-highlighter/.  ...  19 We note that Precision (P) tends to be lower than Recall (R), as the chorus sections are usually shorter than 30 seconds (see Eqs. ( 11 ) and ( 12 )).  ... 
doi:10.5334/tismir.14 fatcat:i7kqrjlwxzat5nvxplawy62cta

Editorial: Introducing the Transactions of the International Society for Music Information Retrieval

Simon Dixon, Emilia Gómez, Anja Volk
2018 Transactions of the International Society for Music Information Retrieval  
Properties (melody and motives; harmony, chords and tonality; rhythm, beat and tempo; structure, segmentation and form; timbre, instrumentation and voice; musical style and genre; musical affect, emotion  ...  The Transactions of the International Society for Music Information Retrieval (TISMIR) publishes novel scientific research in the field of music information retrieval (MIR), an interdisciplinary research  ...  Finally, the paper "Pop Music Highlighter: Marking the Emotion Keypoints" focuses on the link between music segmentation and emotion (Huang et al., 2018) .  ... 
doi:10.5334/tismir.22 fatcat:d3vr6fanejglfdly5bitlxxroy

Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification

Igor Vatolkin, Cory McKay
2022 Transactions of the International Society for Music Information Retrieval  
Our results highlight the potential of combining features extracted from different modalities, and can provide insight on the relative significance of different modalities and features in different contexts  ...  Every type of musical data (audio, symbolic, lyrics, etc.) has its limitations, and cannot always capture all relevant properties of a particular musical category.  ...  The experiments were carried out on the Linux HPC cluster at TU Dortmund (LiDO3), partially funded in the course of the Large-Scale Equipment Initiative by the German Research Foundation (DFG) as grant  ... 
doi:10.5334/tismir.67 fatcat:glhczbyvfjgabmergrixspzs3m

Deep Learning for Digitizing, Analysing and Modelling Choreographic 3D Signal Sequences of Intangible Cultural Heritage [article]

(:Unkn) Unknown, National Technological University Of Athens
2022
I would like to thank the rest of the individuals of the Photogrammetry Lab.  ...  Chapter 10 summarizes the thesis by representing the overall contribution and the future works.  ...  A framework for synthesizing dance performance matched to input music, based on the emotional aspects of dance performance is proposed in [64] .  ... 
doi:10.26240/heal.ntua.22018 fatcat:h336uc75t5ebbmabqmktylk5sm

The social and economic impacts of public art : connections, complexity, and possibilities [article]

Emily Kay Goodrum
2015
This professional report addresses the broad issue of evaluating the impact of artistic and cultural activity.  ...  Focusing on the quantitative and qualitative effects of public art, this report attempts to address the following questions: What are the social and economic impacts of public art, and what can planners  ...  pop-up dance club.  ... 
doi:10.15781/t2734s fatcat:k6tmmnmetvbyblaaiovjtfp3ci

ISLL Italian Society for Law and Literature DOSSIER Proceedings of the Special Workshop on Law and Literature held at 27th IVR World Conference ISLL Papers ISLL Dossier "The Harmonies and Conflicts of Law, Reason and Emotion: A Literary-Legal Approach"

D Washington, Carla Faralli, Jeanne Gaakeer, Marcelo Campos Galuppo, M Mittica, Ana Carolina De Faria, Silvestre Rodrigues
Proceedings of the Special Workshop on 'Law and Literature' held at 27th IVR World Conference   unpublished
In regard to emotions, this means that he will prefer definitions which mention more than the thought which moves a man to respond emotionally.  ...  Starting from the crucial role played by drama within the polis, with particular regard to tragedy, we can grasp at least a keypoint: the relation between emotion and literature.  ...  The soul, on contrary of the body, relates to realm of the gods, of the One, of the Whole, of the Ideas, of the Everlasting, of the Timeless, of the Common, etc.  ... 
fatcat:ckydl2dqerhxhcqun5tzlnvdam

Multi-sensor fusion for human-robot interaction in crowded environments

Stephen John McKeague, Guang-Zhong Yang, Grundy Educational Trust
2015
Knowledge of the subject's gaze would ensure that the robot doesn't react to the wrong person.  ...  The robot must detect and track the subject in a crowded environment. To engage with the user, it must track their hand movement.  ...  results, consisting of a node and an accumulated distance value Require: k: the keypoint for which the descriptor is to be generated Require: DELET E − M IN (Q) (): pops the node from Q with the lowest  ... 
doi:10.25560/25955 fatcat:ewgkfp7c4jg7lcvaxlrgxsuykq

Communicating Affective Meaning from Software to Wetware Through the Medium of Digital Art Communicating Affective Meaning from Software to Wetware Through the Medium of Digital Art

R David, Norton, R David, Norton, Dan Ventura, Michael Jones, Michael Goodrich, Bryan Morse, Dennis Ng, R David, Norton
2014 unpublished
As with the development of any "creative" system, we are faced with the challenges of incorporating the philosophies of creativity into the design of the system, assessing the system's creativity, overcoming  ...  concepts to the viewer.  ...  Acknowledgements This material is based upon work supported by the National Science Foundation under Grant No. IIS-0856089.  ... 
fatcat:5wzllsfsnze55fa3ovgeknm4iu

Artificial Intelligence: Research Impact on Key Industries; the Upper-Rhine Artificial Intelligence Symposium (UR-AI 2020) [article]

Andreas Christ, Franz Quint
2020 arXiv   pre-print
The alliance's common goal is to reinforce the transfer of knowledge, research, and technology, as well as the cross-border mobility of students.  ...  The TriRhenaTech alliance is a network of universities in the Upper-Rhine Trinational Metropolitan Region comprising of the German universities of applied sciences in Furtwangen, Kaiserslautern, Karlsruhe  ...  The author is responsible for the content of this publication. Acknowledgments Underlying projects to this article are funded by the WTD 81 of the German Federal Ministry of Defense.  ... 
arXiv:2010.16241v1 fatcat:y6lc2dmlyvh55bw2ytfbf7hwta

Multimodal Computational Attention for Scene Understanding

Boris Schauerte
2014
To allow for attention guidance in human-robot interaction, we use machine learning to integrate the influence of verbal and non-verbal social signals into our models.  ...  Acknowledgment Part of the work described in this chapter has been done during my time in Gernot A. Fink's "Pattern Recognition in Embedded Systems"  ...  For each recording a human analyst marked and classified all occurring acoustic events that were remarkable enough to "pop-out" from the acoustic scene's background noise.  ... 
doi:10.5445/ir/1000044774 fatcat:fpyvcpdczja4hgwuay6nz2cgvm

An ordinary China: reading 'small-town youth' for difference in a northwestern county town [article]

Anmeng Liu, University Of Canterbury
2021
I trace the roots of this prevailing d [...]  ...  Such an overarching framework obscures the also existing on-the-ground 'being' and 'happening' where an ordinary meaningful life can be built.  ...  That moment of connection in 2019 with Lin through his music reminded me of and further helped me to make sense of the revelatory moments of emotion and vulnerability My connections with the participants  ... 
doi:10.26021/10728 fatcat:plduq544bvcjvgldky5jkvtuiq

Multi-scale techniques for multi-dimensional data analysis [article]

NIKOLAS DE GIORGIS
2018
minima), ranking them on a scale of importance, by which we can extrapolate important information of the input signal separating it from noise, thus dramatically reducing the complexity of the problem.  ...  In order to efficiently handle this amount of data and to tackle the technical challenges they pose, we propose techniques that analyze a scalar signal by means of its critical points (i.e. maxima and  ...  Maxima are progressively popped from queue Q.  ... 
doi:10.15167/de-giorgis-nikolas_phd2018-05-22 fatcat:f2vd2q6vivclvkds74mxh4vnra

The Sixth International Conference on Creative Content Technologies

Hans-Werner Sehring, René Berndt, Raouf Hamzaoui, Jalel Ben-Othman, Zhou Su, Javier Quevedo-Fernandez, Jalel Ben-Othman, Zhou Su, Waseda University, Japan, Lorena Parra, Javier Quevedo-Fernandez (+32 others)
2014 Sixth International Conference on Creative Content Technologies (CONTENT 2014), held between   unpublished
We take here the opportunity to warmly thank all the members of the CONTENT 2014 Technical Program Committee, as well as all of the reviewers.  ...  We hope that Venice, Italy, provided a pleasant environment during the conference and everyone saved some time to enjoy the charm of the city.  ...  We give special thanks to our colleagues at the Institute for Data Analysis and Visualization for the useful discussions and support.  ... 
fatcat:sxkyuk3m6jasxdcl3rc7qfdt24

FORUM A+P #16 - Allowing the Unknowable [article]

Besnik Aliaj, Sotir Dhamo, Dritan Shutina, Saimir Kristo, Gjergji Dushniku, Peter Eisnemen, Hitoshi Abe, Jesse Reiser, Gezim Paçrizi, Antonino Saggio, Emilio Tunon, Bostjan Bugaric (+14 others)
2015 unpublished
, cultural, and emotional values.  ...  The jury was in charge of establishing the keypoints that this project needs to address based on the site, brief, and guidelines, and evaluate each project accordingly.  ...  He has a degree in Animation from New Bulgarian University and illustrates for numerous exhibitions and the native and foreign press. He describes his style as queer trash and psychedelic pop.  ... 
doi:10.13140/rg.2.2.28742.83525 fatcat:keoxujj4djf33n6z5tq6i3crb4

Person Transfers Between Multiple Service Robots

Xiang Zhi Tan
2022
In this dissertation, I describe work, in collaboration with my colleagues, broadened the knowledge on a crucial aspect of multi-robot human interaction: person transfer, or the act of transferring users  ...  As more service robots are deployed in the world, human-robot interaction will not be limited to one-to-one interactions between users and robots.  ...  Acknowledgements This dissertation is the culmination of inspiration, help, and heart from multiple people who helped me along the way.  ... 
doi:10.1184/r1/19650810 fatcat:73oalzpn2bftjecbmkm3otuz7u
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