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Perceptual and Acoustic Differences between Authentic and Acted Nonverbal Emotional Vocalizations

Andrey Anikin, César F. Lima
2017 Quarterly Journal of Experimental Psychology  
The existence of perceptual and acoustic differences between authentic and acted vocalizations for all analysed emotions suggests that it may be useful to include spontaneous expressions in datasets for  ...  Listeners distinguished between authentic and acted vocalizations with accuracy levels above chance across all emotions (overall accuracy 65%).  ...  We are also grateful to our participants for volunteering their time. Disclosure statement No potential conflict of interest was reported by the authors.  ... 
doi:10.1080/17470218.2016.1270976 pmid:27937389 fatcat:chwnsu3gfnd67cioctlfw2j3vu

Acoustic correlates for perceived effort levels in male and female acted voices

Mary Pietrowicz, Mark Hasegawa-Johnson, Karrie G. Karahalios
2017 Journal of the Acoustical Society of America  
With prosodic inflection, change of voice quality, and non-textual utterances, they communicate emotion, emphasize ideas, create drama, and form a complementary language which works with the text to tell  ...  In this exploratory, openended, mixed-methods study, approximately 60% of all responses described emotion, and the remainder of responses split evenly between voice quality (including effort levels) and  ...  All findings and opinions are those of the authors, and are not endorsed by AHRQ.  ... 
doi:10.1121/1.4997189 pmid:28863599 fatcat:tehetg7chfalnaxzm4gc4qbvgq

Onlife Extremism: Dynamic Integration of Digital and Physical Spaces in Radicalization

Daniele Valentini, Anna Maria Lorusso, Achim Stephan
2020 Frontiers in Psychology  
Ultimately, the article contributes to the recalibration of the current debate on the relationship between online and offline radicalization on a theoretical level and suggests, on a practical level, potential  ...  This article argues that one should consider online and offline radicalization in an integrated way.  ...  ACKNOWLEDGMENTS We would like to thank the members of the Reading Club of the Institute of Cognitive Science at Osnabrück University for precious and constructive feedbacks.  ... 
doi:10.3389/fpsyg.2020.00524 pmid:32269543 pmcid:PMC7109393 fatcat:o5njgfrrdbbmzja7vesgryvtdm

"You're as Sick as You Sound": Using Computational Approaches for Modeling Speaker State to Gauge Illness and Recovery [chapter]

Julia Hirschberg, Anna Hjalmarsson, Noémie Elhadad
2010 Advances in Speech Recognition  
In the final sections we discuss issues related to and the future of this emerging field of research.  ...  Recently, researchers in computer science and engineering have begun to explore the possibility of finding speech-based correlates of various medical conditions using automatic, computational methods.  ...  While it makes sense from a psychological standpoint to differentiate between "anger" and "hostile anger" for example, it might be necessary to merge the two emotions when training an emotion-detection  ... 
doi:10.1007/978-1-4419-5951-5_13 fatcat:m5r3ppeounc3ndopj6vupffeju

Interpersonal Entrainment in Music Performance

Martin Clayton, Kelly Jakubowski, Tuomas Eerola, Peter E. Keller, Antonio Camurri, Gualtiero Volpe, Paolo Alborno
2020 Music Perception  
In order to close these gaps, we propose a new model that distinguishes between different components of interpersonal entrainment: sensorimotor synchronization—a largely automatic process manifested especially  ...  We propose a model encompassing both synchronization and coordination processes and the relationship between them, the role of culturally shared knowledge, and of connections between entrainment and social  ...  Thanks also to Simone Tarsitani for his work preparing and editing media.  ... 
doi:10.1525/mp.2020.38.2.136 fatcat:rtuyu5ubk5gllixe6cuzffm4km

Detecting Events in Online Social Networks: Definitions, Trends and Challenges [chapter]

Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos
2016 Lecture Notes in Computer Science  
In this article, we present a wide range of event detection algorithms, architectures and evaluation methodologies.  ...  The task comprises many challenges including the processing of large volumes of data and high levels of noise.  ...  According to the authors, when an event happens it affects the emotional state of a group of people that are close to the event.  ... 
doi:10.1007/978-3-319-41706-6_2 fatcat:4neqe4dxlvczndld3d2xkqtyxu

Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning [article]

Tharindu Bandaragoda
2020 arXiv   pre-print
An event detection technique was developed to automatically monitor those identified topic pathways for significant fluctuations in social behaviours using multiple indicators such as volume and sentiment  ...  such as demographics, emotions and timeline of personal events.  ...  is given a weight of 2.0.  ... 
arXiv:2009.09078v1 fatcat:izo3eyjc4vdo3jnttt7omvsv5q

The EVALITA Dependency Parsing Task: From 2007 to 2011 [chapter]

Cristina Bosco, Alessandro Mazzei
2013 Lecture Notes in Computer Science  
This research is part of the HDOMO 2.0 project founded by the National Research Centre on Aging (INRCA) in partnership with the Government of the Marche region under the action "Smart Home for Active and  ...  This work is partially supported by a public grant overseen by the French National Research Agency (ANR) as part of the progam "Investissements d'Avenir" (reference: ANR-10-LABX-0083 Acknowledgment  ...  Training set: the E-Carini corpus The material provided for the E-Carini corpus , consists of a reading by a professional actor of the short story "Il Colombre" by Dino Buzzati.  ... 
doi:10.1007/978-3-642-35828-9_1 fatcat:p6dyjaxm4zbitfajtciwclwipu

The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements [article]

Lukas Stappen, Alice Baird, Lea Schumann, Björn Schuller
2021 arXiv   pre-print
Truly real-life data presents a strong, but exciting challenge for sentiment and emotion research.  ...  In addition, for one of the sub-challenges - predicting the level of trustworthiness - no participant outperformed the baseline model, and so we propose a simple, but highly efficient Multi-Head-Attention  ...  ACKNOWLEDGMENTS The authors would like to thank the annotators and students at the University of Augsburg and Imperial College London who contributed to this project in various ways.  ... 
arXiv:2101.06053v2 fatcat:jwjn2yquorbhnkvqu6yotyi6se

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
methods as an isolated inference procedure at the end.  ...  Joint Learning for Coreference Resolution with Markov Logic Resolving "This-issue" Anaphora Varada Kolhatkar and Graeme Hirst Saturday 12:00pm-12:30pm -202 A (ICC) We annotate and resolve a particular  ...  We introduce a novel corpus of music and lyrics, consisting of 100 songs annotated for emotions.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria

KLUE: Korean Language Understanding Evaluation [article]

Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh (+19 others)
2021 arXiv   pre-print
Lastly, we find that using BPE tokenization in combination with morpheme-level pre-tokenization is effective in tasks involving morpheme-level tagging, detection and generation.  ...  We make a few interesting observations from the preliminary experiments using the proposed KLUE benchmark suite, already demonstrating the usefulness of this new benchmark suite.  ...  annotators in MRC dataset, and Sangah Park for careful consideration of data construction in DP, NER, and RE.  ... 
arXiv:2105.09680v4 fatcat:ejkvhzfldzhcbkhw4eakm7s634

Automatic Assessment Of Singing Voice Pronunciation: A Case Study With Jingju Music

Rong Gong, Xavier Serra
2018 Zenodo  
However, online music learning cannot be extended to a large-scale unless there is an automatic system to provide assessment feedback for the student music performances.  ...  Automatic singing voice assessment, as an important task in Music Information Research (MIR), aims to extract musically meaningful information and measure the quality of learners' singing voice.  ...  Corpora and datasets Access to the corpora and datasets will be through the and Research corpus  ... 
doi:10.5281/zenodo.1490343 fatcat:f3mrhstkdff6ppmdadeasfuo7m

The Geospatial Characteristics of a Social Movement Communication Network

Michael D. Conover, Clayton Davis, Emilio Ferrara, Karissa McKelvey, Filippo Menczer, Alessandro Flammini, Yamir Moreno
2013 PLoS ONE  
We find that, compared to a network of stable domestic political communication, the Occupy Wall Street network exhibits higher levels of locality and a hub and spoke structure, in which the majority of  ...  To this end, we examine an online communication network reconstructed from over 600,000 tweets from a thirty-six week period covering the birth and maturation of the American anticapitalist movement, Occupy  ...  Acknowledgments We would like to thank Alex Rudnick, Jacob Ratkiewicz, Mark Meiss, and other current and past members of the Truthy group at Indiana University ( for  ... 
doi:10.1371/journal.pone.0055957 pmid:23483885 pmcid:PMC3590214 fatcat:c6eymyv63nhp7a77lmwhwxuleq

New modalities for enhancing cultural heritage experience. The enabling role of digital technologies

2018 Sinergie Italian Journal of Management  
an interdisciplinary point of view.  ...  Purpose of the paper: Starting from an overview of current trends, the aim of the present study is to identify models of cultural heritage enhancement in terms of consumer enjoyment from a new temporal  ...  to detect the impact that ICT issues have on choices of a managerial nature.  ... 
doi:10.7433/s99.2016.08 fatcat:7rkhs3lifjb7hjg7s4xjspne2i


Brett Adams, Svetha Venkatesh, Ramesh Jain
2005 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
The significance for the average user seeking to create home movies lies in the flexible and automatic application of film principles to the task, removal of tedious low-level editing by means of well-formed  ...  We discuss the design goals for an integrated media creation environment (IMCE) aimed at enabling the average user to create media artifacts with professional qualities.  ...  We would also like to thank Douglas Linder for his input and implementation of the narrative template builder. We would also like to thank Dr. Frank Nack for his helpful comments.  ... 
doi:10.1145/1083314.1083315 fatcat:tmcbjmibavha5ba5vdcvfuig44
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