--- title: Powerful ASR + diarization + speculative decoding with... description: Learn how to deploy a Whisper model with diarization and speculative decoding using Hugging Face Inference Endpoints. The implementation of the diarization... canonical: https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints | daily.dev og:description: Learn how to deploy a Whisper model with diarization and speculative decoding using Hugging Face Inference Endpoints. The implementation of the diarization... og:url: https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd og:image: https://api.daily.dev/og/posts/iKheWFmZd.png og:image:alt: Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints **[Hugging Face](https://daily.dev/sources/huggingface)** · 6 min read · 0 upvotes · 0 comments ## Summary Learn how to deploy a Whisper model with diarization and speculative decoding using Hugging Face Inference Endpoints. The implementation of the diarization pipeline is inspired by Insanely Fast Whisper and uses a Pyannote model. Speculative decoding requires the decoder part of the assistant model to have the same architecture as the main model and a batch size of 1. The deployment process involves customizing the pipeline based on your needs, setting up your own endpoint, and passing environment variables to containers hosted on Inference Endpoints. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- [View this post on daily.dev](https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints","url":"https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd"},"datePublished":"2024-05-01T07:35:16.055Z","dateModified":"2024-05-09T08:22:04.995Z","description":"Learn how to deploy a Whisper model with diarization and speculative decoding using Hugging Face Inference Endpoints. The implementation of the diarization...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4b9e0be80d8c81ac18e825e64c190f07?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4b9e0be80d8c81ac18e825e64c190f07?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Hugging Face","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hugging Face","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f1f55c67d81a4330acf5b90b26b0c8e1","url":"https://daily.dev/sources/huggingface"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/powerful-asr-diarization-speculative-decoding-with-hugging-face-inference-endpoints-ikhewfmzd","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hugging Face","item":"https://daily.dev/sources/huggingface"},{"@type":"ListItem","position":3,"name":"Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints"}]} ```