Tag: WhisperX
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Real-World Speech-to-Text Accuracy: Benchmarking AssemblyAI, Deepgram, WhisperX & Saaras on Production Audio
Every time a new AI speech-to-text model launches, we see impressive benchmark numbers. Gemini, GPT-4o, Whisper, Nova — and recently Saaras — all report strong results on datasets like LibriSpeech and Common Voice. But there’s a problem. Those benchmarks don’t represent real production audio. At Scribie, we run a professional transcription service. The files we…