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Speaker-labeled transcription with WhisperX on SageMaker AI

AWS Artificial Intelligence Blog · article · Sep 24, 2026 · UTC

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 matter: the GPU AMI pin, scaling, and cost controls.

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Evidence & attribution

First collected: 2026-09-24T18:02:49.025Z. This is not the publication date.