Suarify Malaysian Diarization & Transcription
Upload a call recording to see who spoke when, and what was said.
Choose or drop an audio file
wav, mp3, ogg, opus, m4a, webm, flac · up to 50 MB
Speakers + transcript
Speakers only
Transcript only
Malaysian Whisper
Faster-Whisper small (CT2)
Wav2Vec2 XLS-R (fast, mixed)
Nemotron 3.5 ASR
Both (compare Whisper + Nemotron)
Analyze
Nemotron 3.5 does not support Malay. Use Malaysian Whisper for Malay calls. Nemotron has no word timestamps, so each speaker's speech is transcribed clip by clip.
Advanced
Recover short replies like "ya" (slower)
Stereo file: left/right channel = one speaker each
Live transcription
idle
Live from selected file
Live from microphone
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Conversation
JSON
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Copy transcript
Download .txt