The new Speech Service and SDK is replacing the Custom Speech Service, which will no longer work starting January 15, 2019. For information on switching to the Speech Service, see Migrating from the Custom Speech Service to the Speech Service.
The acoustic model is a classifier that labels short fragments of audio into one of a number of phonemes, or sound units, in a given language. For example, the word “speech” is comprised of four phonemes “s p iy ch”. These classifications are made on the order of 100 times per second
A model appropriate for recognizing speech spoken in a conversational style. The Microsoft Conversational AM is adapted for speech typically directed at another person.
The process through which the adapted custom model becomes a service and exposes a URI
Inverse text normalization
The process of converting “raw” unformatted text back to formatted text, i.e. with capitalization and punctuation, is called inverse text normalization (ITN).
The language model is a probability distribution over sequences of words. The language model helps the system decide among sequences of words that sound similar, based on the likelihood of the word sequences themselves
Normalization (Text) : Transformation of resulting text (i.e. transcription) into a standard, unambiguous form readable by the system.
Search and Dictate Model
An acoustic model appropriate for processing commands. The Microsoft Search and Dictation AM is appropriate for speech directed at an application or device, such as such as commands
Subscription key is a string that you need to specify as a query string parameter in order to invoke any Custom Speech Service model. A subscription key is obtained from Azure Portal and once obtained it can be found in "My Subscriptions" in the Custom Speech Service portal.
Transcription: The piece of text that results from the process of a piece of audio .wav file