| Publikationstyp: | Konferenz: Sonstiges |
| Art der Begutachtung: | Peer review (Abstract) |
| Titel: | Speaker diarization systems in the context of forensic audio analysis |
| Autor/-in: | Grünert, David de Spindler, Alexandre Dellwo, Volker |
| et. al: | No |
| Tagungsband: | 31st IAFPA Conference : Book of Abstracts |
| Seite(n): | 74 |
| Seiten bis: | 75 |
| Angaben zur Konferenz: | 31st Annual Conference of the International Association for Forensic Phonetics and Acoustics (IAFPA), Zurich, Switzerland, 9-12 July 2023 |
| Erscheinungsdatum: | 2023 |
| Verlag / Hrsg. Institution: | Centre for Forensic Phonetics and Acoustics (CFPA) |
| Verlag / Hrsg. Institution: | Zurich |
| Sprache: | Englisch |
| Fachgebiet (DDC): | 410.285: Computerlinguistik |
| Zusammenfassung: | Forensic audio does not seldom consist of long recordings of multiple speakers engaged in a dialogue. An important task for forensic phoneticians is then to say (a) how many speakers are present in the recording and (b) who speaks when. This can also lead to the identification of audio segments that are relevant for detailed inspection. Speaker diarization provides the fundamental ability to automatically split audio streams into segments assigned to speakers (Tranter, 2003). Since current diarization systems do not require audio profiles of speakers and do not assume any given number of speakers, they support a wide range of applications. In this paper, we present our approach to leverages speaker diarization to support forensic audio analysis. This also implies the identification of challenges for diarization systems in this context and the necessity of a novel evaluation metric. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/28923 |
| Volltext Version: | Publizierte Version |
| Lizenz (gemäss Verlagsvertrag): | Lizenz gemäss Verlagsvertrag |
| Departement: | School of Management and Law |
| Organisationseinheit: | Institut für Wirtschaftsinformatik (IWI) |
| Enthalten in den Sammlungen: | Publikationen School of Management and Law |
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Zur Langanzeige
Grünert, D., de Spindler, A., & Dellwo, V. (2023). Speaker diarization systems in the context of forensic audio analysis [Conference presentation]. 31st IAFPA Conference : Book of Abstracts, 74–75.
Grünert, D., de Spindler, A. and Dellwo, V. (2023) ‘Speaker diarization systems in the context of forensic audio analysis’, in 31st IAFPA Conference : Book of Abstracts. Zurich: Centre for Forensic Phonetics and Acoustics (CFPA), pp. 74–75.
D. Grünert, A. de Spindler, and V. Dellwo, “Speaker diarization systems in the context of forensic audio analysis,” in 31st IAFPA Conference : Book of Abstracts, 2023, pp. 74–75.
GRÜNERT, David, Alexandre DE SPINDLER und Volker DELLWO, 2023. Speaker diarization systems in the context of forensic audio analysis. In: 31st IAFPA Conference : Book of Abstracts. Conference presentation. Zurich: Centre for Forensic Phonetics and Acoustics (CFPA). 2023. S. 74–75
Grünert, David, Alexandre de Spindler, and Volker Dellwo. 2023. “Speaker Diarization Systems in the Context of Forensic Audio Analysis.” Conference presentation. In 31st IAFPA Conference : Book of Abstracts, 74–75. Zurich: Centre for Forensic Phonetics and Acoustics (CFPA).
Grünert, David, et al. “Speaker Diarization Systems in the Context of Forensic Audio Analysis.” 31st IAFPA Conference : Book of Abstracts, Centre for Forensic Phonetics and Acoustics (CFPA), 2023, pp. 74–75.
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