دليل هندسي: Hire a Freelance Programmer for Whisper v3, Deepgram & Speaker Diarization. ألديان فازريهادي (Aldian Fazrihady) مبرمج مستقل أول ومهندس ذكاء اصطناعي (Python, Django, FastAPI, React, Next.js, TypeScript, Golang).
Build ultra-accurate multi-lingual transcription, call-center QA, and custom vocabulary boosting pipelines by hiring senior freelance AI programmer Aldian Fazrihady.
def assign_speaker_to_word(word_start: float, word_end: float, diarization_segments: list[dict]) -> str:
best_speaker, max_overlap = "SPEAKER_00", 0.0
for seg in diarization_segments:
overlap = max(0.0, min(word_end, seg["end"]) - max(word_start, seg["start"]))
if overlap > max_overlap:
max_overlap = overlap
best_speaker = seg["speaker"]
return best_speaker