Linguistically aided speaker diarization using speaker role information
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 …
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 …
small groups. These roles represent a flexible classification scheme that can generalize …
Boosting bonsai trees for efficient features combination: application to speaker role identification
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 …
the literature, many proposed solutions are based on the combination of various features …
[PDF][PDF] Combined Speaker Clustering and Role Recognition in Conversational Speech.
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 …
classification task, or as a subsequent step after a speaker clustering module. However, the …
Characterizing and detecting spontaneous speech: Application to speaker role recognition
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 …
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 …
conversations from the AMI corpus. Two types of roles are considered: formal roles, fixed …
Identification of Speaker Roles and Situation Types in News Videos
The proliferation of news sources on the web amplifies the problem of disinformation and
misinformation, impacting public perception and societal stability. These issues necessitate …
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 …
influence their interaction patterns. This paper investigates automatic social role recognition …
Unsupervised classification of speaker roles in multi-participant conversational speech
This paper proposes an unsupervised method for analyzing speaker roles in multi-
participant conversational speech. First, features for characterizing the differences of various …
participant conversational speech. First, features for characterizing the differences of various …
[PDF][PDF] Investigation of spontaneous speech characterization applied to speaker role recognition
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 …
link between speech spontaneity levels and speaker roles, and the relevance to use an …