Abstract: A method and system method for automatic speech recognition using selection of speech models based on input characteristics is disclosed herein. The method includes obtaining speech data from a speaker utilizing a microphone or an audio upload. The system and method select the best speech recognition model to automatically decode the input speech and continuously update models by updating/creating models in a database based on users speech abilities.