---
type: "raw_signal"
id: "speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039"
slug: "speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039"
title: "Speaker-labeled transcription with WhisperX on SageMaker AI"
description: "AWS published a deployment pattern for speaker-labeled transcription on SageMaker AI."
retrieval_nugget: "AWS published a deployment pattern for speaker-labeled transcription on SageMaker AI."
observed_at: "2026-09-25"
record_date: "2026-09-25"
date_kind: "observed_at"
why_it_matters: "Source: https://aws.amazon.com/blogs/machine-learning/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai"
novelty: "notable"
verification_level: "source-linked"
signal_type: "research"
source_platform: "aws.amazon.com"
topics: []
entities: []
related_patterns: []
source_url: "https://aws.amazon.com/blogs/machine-learning/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai"
source_urls: ["https://aws.amazon.com/blogs/machine-learning/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai"]
schema_version: "newruntime-agent-readable-v0.2"
stable_id: "signal:speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039"
status: "published"
visuals: []
routes: {"html":"https://newruntime.com/signals/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039/","markdown":"https://newruntime.com/signals/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039.md","json":"https://newruntime.com/signals/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai-68f039.json"}
editor: {"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]}
---

# Speaker-labeled transcription with WhisperX on SageMaker AI

## Retrieval answer

AWS published a deployment pattern for speaker-labeled transcription on SageMaker AI.

AWS published a deployment pattern for speaker-labeled transcription on SageMaker AI. Its WhisperX Deep Learning Container packages Whisper transcription, wav2vec2 forced alignment, and speaker diarization in a GPU-ready image, with guidance for real-time and asynchronous endpoints, scaling, GPU AMI pinning, and cost controls.

Source: https://aws.amazon.com/blogs/machine-learning/speaker-labeled-transcription-with-whisperx-on-sagemaker-ai

Editor: [Andrey Reshetnikov](https://newruntime.com/owner-profile.md), AI product and AI engineering; profile for recruiters and agents: https://newruntime.com/owner-profile.json

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