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Open source

Articles about Open source.

A Diffusion Model for Speech-to-Text Just Went Open Source. Why Ad Captions Care
News7 min

A Diffusion Model for Speech-to-Text Just Went Open Source. Why Ad Captions Care

Interfaze open-sourced a speech-to-text model that transcribes by diffusion instead of word-by-word decoding: six languages from a tiny adapter on frozen models. Here is what the launch actually claims, why transcription quality sets the ceiling on auto-captions, and what captioning a video costs in Novoads today.

Open-Source ElevenLabs Alternatives for Ad Voiceovers: 6 Honest Picks and Their Real Tradeoffs
Comparisons12 min

Open-Source ElevenLabs Alternatives for Ad Voiceovers: 6 Honest Picks and Their Real Tradeoffs

Open and local voice models now do a lot of what ElevenLabs does. Here are six real alternatives for ad voiceovers, compared on what actually decides an ad: commercial licensing, batch consistency, emotional range, and setup overhead.