bartek@aws: ~/news
$ whoami
$ AWS Architect · DevOps · Cloud
Thursday, September 24, 2026

Speaker-Labeled Transcription with WhisperX on SageMaker AI

AWS WhisperX Deep Learning Container brings Whisper, wav2vec2 forced alignment, and speaker diarization together in a GPU-ready package for accurate word-level transcription. Deploy it to SageMaker AI endpoints and learn the production tricks—GPU AMI pinning, scaling strategies, and cost optimization—to get speaker-labeled transcripts running smoothly.

source: [aws/machine-learning-blog]