HuggingFace Diffusers

by Hugging Face

Generative-audio diffusion — paired with Whisper for content pipelines.

TL;DR

Generative-audio diffusion — paired with Whisper for content pipelines.

Best for audio-diffusion + AudioLDM models adjacent to ASR pipelines. Pricing: free.

Category
Open source
License
—
Stars
—
Last push
—
Pricing
free
Platforms
Linux, macOS, Windows

What it is

The standard diffusion model library; covers audio-diffusion models. Apache-2.0.

Best for: Audio-diffusion + AudioLDM models adjacent to ASR pipelines.
Watch out for: Not transcription.

Install / use

pip install diffusers

Features

Speaker diarizationNo
Word-level timestampsYes
Streaming / real-timeNo
Languages supported99
HIPAA eligibleNo

HuggingFace Diffusers vs Whipscribe

FeatureHuggingFace DiffusersWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfreefree beta
Speaker diarizationNoYes
Word timestampsYesYes
StreamingNoNo
Languages9999
PlatformsLinux, macOS, WindowsWeb, API, MCP

Alternatives to HuggingFace Diffusers

OpenAI Whisper
OpenAI

The reference open-source multilingual ASR model from OpenAI.

OSS · MIT ★ 98.1k
whisper.cpp
Georgi Gerganov

C/C++ port of Whisper — runs on anything, from a Raspberry Pi to Apple Silicon.

OSS · MIT ★ 48.8k
faster-whisper
SYSTRAN

4× faster than reference Whisper using CTranslate2 — production sweet spot.

OSS · MIT ★ 22.3k

Whipscribe is a managed faster-whisper + whisperX service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.