[PDF][PDF] Emotions from text: machine learning for text-based emotion prediction

CO Alm, D Roth, R Sproat - Proceedings of human language …, 2005 - aclanthology.org
In addition to information, text contains attitudinal, and more specifically, emotional content.
This paper explores the text-based emotion prediction problem empirically, using …

Automatic detection of learner's affect from conversational cues

SK D'mello, SD Craig, A Witherspoon… - User modeling and user …, 2008 - Springer
We explored the reliability of detecting a learner's affect from conversational features
extracted from interactions with AutoTutor, an intelligent tutoring system (ITS) that helps …

[KIRJA][B] Affect in* text and speech

ECO Alm - 2008 - search.proquest.com
As technology and human-computer interaction advances, there is an increased interest in
affective computing. One of the current challenges in computational speech and text …

Controlling emotion in text-to-speech with natural language prompts

T Bott, F Lux, NT Vu - arxiv preprint arxiv:2406.06406, 2024 - arxiv.org
In recent years, prompting has quickly become one of the standard ways of steering the
outputs of generative machine learning models, due to its intuitive use of natural language …

[KIRJA][B] Handling emotions in human-computer dialogues

J Pittermann, A Pittermann, W Minker - 2010 - Springer
During the past years the “mystery” of emotions has increasingly attracted interest in
research on human–computer interaction. In this work we investigate the problem of how to …

Probabilistic ensembles of zero-and few-shot learning models for emotion classification

A Basile, G Pérez-Torró… - Proceedings of the …, 2021 - aclanthology.org
Emotion Classification is the task of automatically associating a text with a human emotion.
State-of-the-art models are usually learned using annotated corpora or rely on hand-crafted …

[PDF][PDF] Prosodic analysis of storytelling discourse modes and narrative situations oriented to text-to-speech synthesis.

R Montaño, F Alías, J Ferrer - SSW, 2013 - researchgate.net
The generation of synthetic speech with a certain degree of expressiveness has been
successful for some particular applications or speaking styles (eg emotions). In this context …

[PDF][PDF] Emovoice: a system to generate emotions in speech.

JP Cabral, LC Oliveira - INTERSPEECH, 2006 - Citeseer
Generating emotions in speech is currently a hot topic of research given the requirement of
modern human-machine interaction systems to produce expressive speech. We present the …

[PDF][PDF] Detecting changes in speech expressiveness in participants of a radio program.

PA Barbosa - INTERSPEECH, 2009 - isca-archive.org
A method for speech expressiveness change detection is presented which combines a
dimensional analysis of speech expression, a Principal Component Analysis technique, as …

The role of prosody and voice quality in indirect storytelling speech: Annotation methodology and expressive categories

R Montaño, F Alías - Speech Communication, 2016 - Elsevier
Storytelling speech entails a particular speaking style that contains subtle expressive
nuances represented by specific acoustic cues. In the literature, different pieces of research …