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v0.17.0
Oriel 0.17.0
Oriel tells voices apart: oriel.speakers, speaker embeddings and
offline diarization, the module behind GhostPen's meetings (who said
what, and named voices remembered across meetings).
Added
oriel.speakers(.speakers = true, needs.llamaor.whisper;
Linux, Windows, macOS): speaker embeddings and offline diarization on
voice-detect.cpp (MIT), compiled against the shared ggml build.
Encoderloads a GGUF encoder fromcatalog(WeSpeaker ResNet34 by
default, ECAPA-TDNN) and embeds 16 kHz speech;diarizeembeds 3 s
windows every 1.5 s over the speech regions, clusters them
(average-linkage, cosine; or a known speaker count) and returns speaker
turns with one centroid per speaker;clusterdoes the clustering on
embeddings an app made itself;matchfinds a known voice for a
centroid. Progress and cancellation for long recordings. On LibriSpeech
voices WeSpeaker put one man's halves at cosine 0.73, two women at 0.22,
a man and a woman at 0.08 (the ECAPA GGUF: 0.80, 0.70, 0.45, hence the
default); on three one-minute conversations it found 3, 4 and 1 speakers
for 3, 3 and 1. See docs/speakers.md.