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Technical How-to13 min read

Speaker-labeled transcription with WhisperX on SageMaker AI

The AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription, plus the production details that…

By Ayush SharmaAWS ML Blog
Speaker-labeled transcription with WhisperX on SageMaker AI

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Originally published by AWS ML Blog on Sep 24, 2026.

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