Whodunnit–searching for the most important feature types signalling emotion-related user states in speech

A Batliner, S Steidl, B Schuller, D Seppi, T Vogt… - Computer Speech & …, 2011 - Elsevier
In this article, we describe and interpret a set of acoustic and linguistic features that
characterise emotional/emotion-related user states–confined to the one database …

[图书][B] The automatic recognition of emotions in speech

In this chapter, we focus on the automatic recognition of emotional states using acoustic and
linguistic parameters as features and classifiers as tools to predict the 'correct'emotional …

Recognizing affect from linguistic information in 3D continuous space

B Schuller - IEEE Transactions on Affective computing, 2011 - ieeexplore.ieee.org
Most research efforts dealing with recognition of emotion-related states from the human
speech signal concentrate on acoustic analysis. However, the last decade's research results …

Segmenting into adequate units for automatic recognition of emotion‐related episodes: a speech‐based approach

A Batliner, D Seppi, S Steidl… - Advances in Human …, 2010 - Wiley Online Library
We deal with the topic of segmenting emotion‐related (emotional/affective) episodes into
adequate units for analysis and automatic processing/classification—a topic that has not …

User attitude towards an embodied conversational agent: Effects of the interaction mode

N Novielli, F de Rosis, I Mazzotta - Journal of Pragmatics, 2010 - Elsevier
We describe how the interaction mode with an embodied conversational agent (ECA) affects
the users' perception of the agent and their behavior during interaction, and propose a …

'Mister DJ, Cheer Me Up!': Musical and Textual Features for Automatic Mood Classification

B Schuller, C Hage, D Schuller… - Journal of New Music …, 2010 - Taylor & Francis
Mass consumption of large collections of digital music asks for efficient and intuitive ways of
organization. In this article, a system is presented which recognizes the evoked music mood …

IESC-child: an interactive emotional children's speech corpus

H Pérez-Espinosa, J Martínez-Miranda… - Computer Speech & …, 2020 - Elsevier
In this paper, we describe the process that we used to create a new corpus of children's
emotional speech. We used a Wizard of Oz (WoZ) setting to induce different emotional …

Affective conversational agents: the role of personality and emotion in spoken interactions

Z Callejas, R López-Cózar, N Ábalos… - … agents and natural …, 2011 - igi-global.com
In this chapter, we revisit the main theories of human emotion and personality and their
implications for the development of affective conversational agents. We focus on the role that …

The role of affect analysis in dialogue act identification

N Novielli, C Strapparava - IEEE Transactions on Affective …, 2013 - ieeexplore.ieee.org
We present a qualitative analysis of the lexicon of dialogue acts: we explore the relationship
between the communicative goal of an utterance and its affective lexicon as well as the …

HMM modeling of user engagement in advice-giving dialogues

N Novielli - Journal on Multimodal User Interfaces, 2010 - Springer
This research aims at defining a real-time probabilistic model of user's engagement in
advice-giving dialogues. We propose an approach based on Hidden Markov Models …