Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for music-aware speaker diarization. In an example embodiment, one or more audio classifiers detect speech and music independently of each other, which facilitates detecting regions in an audio track that contain music but do not contain speech. These music-only regions are compared to the transcript, and any transcription and speakers that overlap in time with the music-only regions are removed from the transcript. In some embodiments, rather than having the transcript display the text from this detected music, a visual representation of the audio waveform is included in the corresponding regions of the transcript.

Abstract: Systems and methods for automatically spell-checking dynamically generated web pages include: generating, by a server responsive to a request from a client, a dynamically generated web page containing at least some text; transmitting, by the server to the client, the dynamic web page; intercepting, by a process, the dynamic web page; identifying, by the process, the at least some text; executing, by the process, a spelling check on the at least some text; and outputting, by the process, at least one word identified by the spelling check as potentially misspelled.

Abstract: Systems and methods for automatically spell-checking dynamically generated web pages include: generating, by a server responsive to a request from a client, a dynamically generated web page containing at least some text; transmitting, by the server to the client, the dynamic web page; intercepting, by a process, the dynamic web page; identifying, by the process, the at least some text; executing, by the process, a spelling check on the at least some text; and outputting, by the process, at least one word identified by the spelling check as potentially misspelled.