Dynamic speech enhancement component optimization

A system for optimizing speech enhancement components to use in speech communication systems using non-intrusive speech quality assessment, the system including:

• a data storage device that stores instructions for optimizing speech enhancement components to use in speech communication systems using non-intrusive speech quality assessment;
• and
• a processor configured to execute the instructions to perform a method including:
• receiving, from a computing device over a network, audio data, the audio data including speech;
• detecting a first quality of the speech of the audio data using a trained non-intrusive speech quality assessment (NISQA) model, the trained NISQA model trained to detect quality of speech automatically;
• determining whether the computing device is a low-quality endpoint based on the first quality of speech of the audio data;
• and
• transferring, from the computing device over the network, at least one speech enhancement component to the system when the computing device is determined to be a low-quality endpoint.

A computer-readable storage device storing instructions that, when executed by a computer, cause the computer to perform a method for optimizing speech enhancement components to use in speech communication systems using non-intrusive speech quality assessment, the method including:

• receiving, from a computing device over a network, audio data, the audio data including speech;
• detecting a first quality of the speech of the audio data using a trained non-intrusive speech quality assessment (NISQA) model, the trained NISQA model trained to detect quality of speech automatically;
• determining whether the computing device is a low-quality endpoint based on the first quality of speech of the audio data;
• and
• transferring, from the computing device over the network, at least one speech enhancement component to at least one server device when the computing device is determined to be a low-quality endpoint.