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Analysis of audio data to measure social interaction in the treatment ...


Analysis of audio data to measure social interaction in the treatment ...

The goal of this study is to lay the foundation to passively collect continuous audio data of people with ASD through a voice recorder application that runs in ...

(PDF) Fostering Social Interaction Through Sound Feedback: Sentire

The question concerning how interaction is facilitated through Sentire is addressed through the first results of behavioural analysis using structured ...

Modeling social interaction dynamics measured with smartphone ...

The sensing algorithm ran locally on the smartphone so that no audio data had to be transmitted to the researchers. The algorithm was shown to ...

Measuring Collaboration Quality Through Audio Data and Learning ...

In one study, during collaborative brainstorming, higher was the equality (i.e., the index) of total speaking time (i.e., the indicator), lower ...

Browsing Theses (MU) by Thesis Advisor "Wang, Fang"

Analysis of audio data to measure social interaction in the treatment of autism spectrum disorder using speaker diarization and identification . Chavakula ...

Using sociometers to quantify social interaction patterns - Nature

The development of ever smaller sensors makes it possible to study group-level human behaviour in naturalistic settings outside research laboratories. We used ...

Sensing social interactions through BLE beacons and commercial ...

The main goal is the emulation of real-life scenarios and the collection of realistic data. Specifically, we study the wireless channel both in terms of quality ...

Conversation analysis as a method for health and social policy ...

In this session, Dr Merran Toerien and Dr Annie Irvine introduced the method of of conversation analysis which has become widely applied to ...

Quantifying the Quality of Parent-Child Interaction Through Machine ...

... measures in the automated analysis of infant-mother interaction. ... We employed a two-step approach to explore the feasibility of automatic analysis of audio ...

Towards understanding social interactions through audio signals

from the Ego4D data set to find out whether certain audio features ... In this section, past research about audio signal analysis and social ...

View of Inhabiting spatial video and audio data | Social Interaction ...

As analysts who collect and analyse qualitative video data, we are often stuck in a 2D planar representation of the social and physical world, framed by the ...

Analysis of Social Interaction Using Computer Vision - Sage Journals

Video data offer important insights into social processes because they enable direct observation of real-life social interaction.

Towards the automatic detection of social biomarkers in autism ...

We present a digital tool to automatically quantify biomarkers of social interaction deficits: the simulated interaction task (SIT), which entails a ...

Automatic nonverbal analysis of social interaction in small groups

The automatic analysis of face-to-face conversational interac- tion from sensor data is a domain spanning research in audio, speech, and language processing, ...

Characterizing Social Interactions using the Sociometer

network analysis, knowledge management and ubiquitous computing ... data collection and hence the high betweenness measure may be biased (ii) ID ...

What Are Meaningful Social Interactions in Today's Media ...

A qualitative analysis of respondents' own words finds that meaningful interactions are those with emotional, informational, or tangible impact ...

Intra-topic latency as an automated behavioral ... - Social Thinking

The goal of the present study was to assess response to treatment as measured ... Measuring social communication behaviors as a treatment endpoint in individuals ...

Using Video for a Sequential and Multimodal Analysis of Social ...

The paper aims at demonstrating some analytical potentialities of video data for the study of social interaction.

Composite AI for Behavior Analysis in Social Interactions

In this scenario, we achieve 87% and 89% accuracy for verbal and non-verbal requests, respectively, and zero false positives. This comprehensive ...

Measuring social interaction in music ensembles - Journals

Whereas, on the one hand, such studies do not directly address social interaction issues; on the other hand, the audio features they develop and ...