On the need for thoughtful data collection for multi-party dialogue: A survey of available corpora and collection methods
We present a comprehensive survey of available corpora for multi-party dialogue. We survey
over 300 publications related to multi-party dialogue and catalogue all available corpora in a …
over 300 publications related to multi-party dialogue and catalogue all available corpora in a …
Using multimodal wearable technology to detect conflict among couples
By monitoring human behavior unobtrusively, mobile sensing technologies have the
potential to improve our daily lives. Initial results from a field study demonstrate that such …
potential to improve our daily lives. Initial results from a field study demonstrate that such …
Robust correlated and individual component analysis
Recovering correlated and individual components of two, possibly temporally misaligned,
sets of data is a fundamental task in disciplines such as image, vision, and behavior …
sets of data is a fundamental task in disciplines such as image, vision, and behavior …
Detection of negative emotions in speech signals using bags-of-audio-words
FB Pokorny, F Graf, F Pernkopf… - … Conference on Affective …, 2015 - ieeexplore.ieee.org
Boosted by a wide potential application spectrum, emotional speech recognition, ie, the
automatic computer-aided identification of human emotional states based on speech …
automatic computer-aided identification of human emotional states based on speech …
Predicting continuous conflict perceptionwith bayesian gaussian processes
S Kim, F Valente, M Filippone… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Conflict is one of the most important phenomena of social life, but it is still largely neglected
by the computing community. This work proposes an approach that detects common …
by the computing community. This work proposes an approach that detects common …
Audio pattern recognition of baby crying sound events
S Ntalampiras - Journal of the Audio Engineering Society, 2015 - aes.org
This article addresses a problem arising within the paralinguistic audio signal processing
domain—that of classifying the state of an infant based on the patterns exhibited by the …
domain—that of classifying the state of an infant based on the patterns exhibited by the …
Automated prosody classification for oral reading fluency with quadratic kappa loss and attentive x-vectors
Automated prosody classification in the context of oral reading fluency is a critical area for
the objective evaluation of students' reading proficiency. In this work, we present the largest …
the objective evaluation of students' reading proficiency. In this work, we present the largest …
Detecting speech interruptions for automatic conflict detection
MJ Caraty, C Montacié - Conflict and Multimodal Communication: Social …, 2015 - Springer
This contribution is in the field of automatic detection of conflict in group discussions from
voice analysis. A reliable detector of conflict would be useful for many applications, such as …
voice analysis. A reliable detector of conflict would be useful for many applications, such as …
On emotions as features for speech overlaps classification
O Egorow, A Wendemuth - IEEE Transactions on Affective …, 2019 - ieeexplore.ieee.org
Although being a frequently occurring phenomenon in spoken communication, speech
overlaps did not obtain the deserved attention in research so far—in both Human-Human …
overlaps did not obtain the deserved attention in research so far—in both Human-Human …
The JESTKOD database: an affective multimodal database of dyadic interactions
In human-to-human communication, gesture and speech co-exist in time with a tight
synchrony, and gestures are often utilized to complement or to emphasize speech. In human …
synchrony, and gestures are often utilized to complement or to emphasize speech. In human …