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Speaker Diarization
Implement
and
Benchmark
technologies to Identify different Speakers in a audio recording.
Research on what is the state of the art and compare results of top 5 libraries or open source projects.
Some libs improve results significantly if they are provided with speaker count.
Create an API interface on lambda
/speakers
audio url -
speaker_count (optional )
callback -
Result Interface
result : {
speaker_ids : [id1, id2, .. ],
timestamps : [ { start: <>, end: <>, speaker_id: <>} .... ]
}
Reading Sources:
https://huggingface.co/spaces/vumichien/whisper-speaker-diarization
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