Today, practically every dictation and transcription app worth talking about uses speaker dependent speech recognition technology in combination with AI/Machine Learning. You have probably used this version in some of your favorite apps like Apple’s Siri, Google Assistant, Amazon’s Alexa, and Shazam. The Speaker Dependent version is capable of holding a larger vocabulary, but needs to be trained to recognize individual speakers’ voices. This version is often used in phone IVRs where limited vocabulary is required within a known context.
The Speaker Independent version can understand a limited set of words, irrespective of who is speaking. Speech recognition can be divided into two categories – Speaker Dependent and Speaker Independent. Now speech recognition is a vast topic, but here’s a simple explanation for the purposes of this post: This technology uses a complex combination of linguistics, mathematics, and computing to understand human speech and convert it into text or commands.
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This post explains what audio-to-text converters can and cannot do, and how to go about selecting the right one for YOU.įirst up, here’s a roundup of the best free and paid audio-to-text converters available out there: List of Free and Paid Audio-to-Text Converters AppĪudio-to-text converters work on speech recognition technology. But each solution differs in capability and functionality.
In essence they all do the same thing – convert audio to text.