Linguistically aided speaker diarization using speaker role information

N Flemotomos, P Georgiou, S Narayanan - arXiv preprint arXiv …, 2019 - arxiv.org
Speaker diarization relies on the assumption that speech segments corresponding to a
particular speaker are concentrated in a specific region of the speaker space; a region which …

Automatic recognition of emergent social roles in small group interactions

A Sapru, H Bourlard - IEEE Transactions on Multimedia, 2015 - ieeexplore.ieee.org
This paper investigates the automatic recognition of social roles that emerge naturally in
small groups. These roles represent a flexible classification scheme that can generalize …

Boosting bonsai trees for efficient features combination: application to speaker role identification

A Laurent, N Camelin, C Raymond - Interspeech, 2014 - inria.hal.science
In this article, we tackle the problem of speaker role detection from broadcast news shows. In
the literature, many proposed solutions are based on the combination of various features …

[PDF][PDF] Combined Speaker Clustering and Role Recognition in Conversational Speech.

N Flemotomos, P Papadopoulos, J Gibson… - Interspeech, 2018 - isca-archive.org
Abstract Speaker Role Recognition (SRR) is usually addressed either as an independent
classification task, or as a subsequent step after a speaker clustering module. However, the …

Characterizing and detecting spontaneous speech: Application to speaker role recognition

R Dufour, Y Estève, P Deléglise - Speech communication, 2014 - Elsevier
Processing spontaneous speech is one of the many challenges that automatic speech
recognition systems have to deal with. The main characteristics of this kind of speech are …

Automatic speaker role labeling in AMI meetings: recognition of formal and social roles

A Sapru, F Valente - 2012 IEEE International Conference on …, 2012 - ieeexplore.ieee.org
This work aims at investigating the automatic recognition of speaker role in meeting
conversations from the AMI corpus. Two types of roles are considered: formal roles, fixed …

Identification of Speaker Roles and Situation Types in News Videos

GS Cheema, J Arafat, CI Tseng, JA Bateman… - Proceedings of the …, 2024 - dl.acm.org
The proliferation of news sources on the web amplifies the problem of disinformation and
misinformation, impacting public perception and societal stability. These issues necessitate …

[PDF][PDF] Automatic social role recognition in professional meetings using conditional random fields

A Sapru, H Bourlard - Proceedings of Interspeech, 2013 - infoscience.epfl.ch
Social roles characterize relation between participants in a conversation and, in turn,
influence their interaction patterns. This paper investigates automatic social role recognition …

Unsupervised classification of speaker roles in multi-participant conversational speech

Y Li, Q Wang, X Zhang, W Li, X Li, J Yang… - Computer Speech & …, 2017 - Elsevier
This paper proposes an unsupervised method for analyzing speaker roles in multi-
participant conversational speech. First, features for characterizing the differences of various …

[PDF][PDF] Investigation of spontaneous speech characterization applied to speaker role recognition

R Dufour, Y Esteve, P Deléglise - Twelfth Annual Conference of …, 2011 - isca-archive.org
Extracting information from large data is a challenging task. In this paper, we investigate the
link between speech spontaneity levels and speaker roles, and the relevance to use an …