3 papers
cs.SD2024
An approach to optimize inference of the DIART speaker diarization pipeline
Roman Aperdannier, Sigurd Schacht, Alexander Piazza
Speaker diarization answers the question "who spoke when" for an audio file. In some diarization scenarios, low latency is required for transcription. Speaker diarization with low…
cs.CL2024
Systematic Evaluation of Online Speaker Diarization Systems Regarding their Latency
Roman Aperdannier, Sigurd Schacht, Alexander Piazza
In this paper, different online speaker diarization systems are evaluated on the same hardware with the same test data with regard to their latency. The latency is the time span fr…
cs.SD2024
A Review of Common Online Speaker Diarization Methods
Roman Aperdannier, Sigurd Schacht, Alexander Piazza
Speaker diarization provides the answer to the question "who spoke when?" for an audio file. This information can be used to complete audio transcripts for further processing steps…