logo Idiap Research Institute        
 [BibTeX] [Marc21]
Automatic Speech Indexing System of Bilingual Video Parliament Interventions
Type of publication: Idiap-RR
Citation: Szaszak_Idiap-RR-25-2013
Number: Idiap-RR-25-2013
Year: 2013
Month: 7
Institution: Idiap
Abstract: This paper presents the development and evaluation of an automatic audio indexing system designed for a special task: work in a bilingual environment in the Parliament of the Canton of Valais in Switzerland, with two official languages, German and French. As several speakers are bilingual, language changes may occur within speaker or even within utterance. Two audio indexing approaches are presented and compared: in the first, speech indexing is based on bilingual automatic speech recognition; in the second, language identification is used after speaker diarization in order to select the corresponding monolingual speech recognizer for decoding. The approaches are later combined. Speaker adaptive training is also addressed and evaluated. Accuracy of language identification and speech recognition for the monolingual and bilingual cases are presented and compared, in parallel with a brief description of the system and the user interface. Finally, the audio indexing system is also evaluated from an information retrieval point of view.
Projects Idiap
Authors Szaszak, Gyorgy
Cernak, Milos
Garner, Philip N.
Motlicek, Petr
Nanchen, Alexandre
Tarsetti, Flavio
Added by: [ADM]
Total mark: 0
  • Szaszak_Idiap-RR-25-2013.pdf (MD5: fb358bca6f7f3a5aac45f930a2f0de07)