Methods and systems for detecting and correcting video encoder and streaming faults
Methods and systems are disclosed configured to detect and correct content streaming-related faults. Streaming video content comprising a color component is monitored. A central tendency of the color component is determined using color component intensity values from a plurality of frames of the streaming video content. A determination is made as to whether the central tendency value satisfies a corresponding threshold value. If the central tendency value fails to satisfy the corresponding threshold value, a corrective action is initiated comprising restarting a video encoder used to encode the streaming video content, switching to an alternate video encoder, and/or transmitting an electronic message to one or more destinations. Optionally, interruptions of closed captions for streaming video content may be detected using a determination of word quantities over a time. Such interruptions of closed captions may be corrected by accessing an alternate server and/or by transmitting an electronic message.
1 . A system configured to detect and correct streaming-related faults, the system comprising:
a computer device; and
non-transitory computer readable memory having program instructions stored thereon that when executed by the computer device cause the system to perform operations comprising:
monitor streaming video content comprising three color components associated with a first colorspace;
determine at least three central tendency values corresponding to the three color components using color component intensity values from a plurality of frames of the streaming video content;
determine if the three central tendency values satisfy corresponding threshold values in a first set of threshold values; and
at least partly in response to determining that at least one of the three central tendency values fails to satisfy a corresponding threshold value in the first set of threshold values:
initiate a corrective action comprising restart of a video encoder used to encode the streaming video content, switch to an alternate video encoder, and/or transmission of an electronic communication to one or more destinations.
2 . The system as defined in claim 1 , wherein the operations further comprise:
extract closed captioning data for a first item of streaming video content over a first time window;
determine a closed caption word count from the closed captioning data;
determine if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the closed caption server and/or transmission of an electronic communication indicating a closed caption fault to one or more destinations.
3 . The system as defined in claim 1 , wherein the operations further comprise:
extract closed captioning data for a first item of streaming video content over a first time window;
detect a start of a first pod of a first type;
at least partly in response to detecting a start of the first pod of the first type, pause an elapse of the first time window;
detect an end of the first pod of the first type;
at least partly in response to detecting the end of the first pod of the first type, un-pause the elapse of the first time window;
determine a closed caption word count from the closed captioning data over the first time window;
determine if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the first word quantity threshold, initiate a corrective action.
4 . The system as defined in claim 1 , wherein the system is configured to select the first set of threshold values based at least in part on a linear channel associated with the streaming video content.
5 . The system as defined in claim 1 , wherein the system is configured to select the first set of threshold values based at least in part on a genre associated with the streaming video content.
6 . The system as defined in claim 1 , wherein the first set of threshold values is configured to detect when one or more of the color components exceed a corresponding central tendency value by more than a first amount or first percentage.
7 . The system as defined in claim 1 , wherein the first set of threshold values is configured to detect when one or more of the color components are undergoing an outage.
8 . A computer-implemented method, the method comprising:
monitoring streaming video content comprising a least a first color component associated with a first colorspace;
determining a first central tendency value corresponding to the first color component using color component intensity values of the first color component from a plurality of frames of the streaming video content;
determining if the first central tendency value satisfies a first threshold value in a first set of threshold values; and
at least partly in response to determining that the first central tendency value fails to satisfy the first threshold value, initiating a corrective action comprising restarting of a video encoder used to encode the streaming video content, switching to an alternate video encoder, and/or transmitting an electronic communication to one or more destinations.
9 . The computer-implemented method as defined in claim 8 , the method further comprising:
extracting closed captioning data for a first item of streaming video content over a first time window;
determining a closed caption word count from the closed captioning data;
determining if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the first word quantity threshold, initiating a corrective action.
10 . The method as defined in claim 8 , the method further comprising:
extracting closed captioning data for a first item of streaming video content over a first time window;
detecting a start of a first pod of a first type;
at least partly in response to detecting the start of the first pod of the first type, pausing an elapse of the first time window;
detecting an end of the first pod of the first type;
at least partly in response to detecting the end of the first pod of the first type, un-pausing the elapse of the first time window;
determining a closed caption word count from the closed captioning data over the first time window;
determining if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the first word quantity threshold, initiating a corrective action.
11 . The computer-implemented method as defined in claim 8 , the method further comprising selecting the first set of threshold values based at least in part on a linear channel associated with the streaming video content.
12 . The computer-implemented method as defined in claim 8 , the method further comprising selecting the first set of threshold values based at least in part on a genre associated with the streaming video content.
13 . The computer-implemented method as defined in claim 8 , wherein the first set of threshold values is configured to detect when the first color component exceeds the first central tendency value by more than a first amount or first percentage.
14 . The computer-implemented method as defined in claim 8 , wherein the first set of threshold values is configured to detect when the first color component is undergoing an outage.
15 . Non-transitory computer readable memory having program instructions stored thereon that when executed by at least one computing device cause the at least one computing device to perform operations comprising:
monitor streaming video content comprising a least a first color component associated with a first colorspace;
determine a first central tendency value corresponding to the first color component using color component intensity values of the first color component from a plurality of frames of the streaming video content;
determine if the first central tendency value satisfies a first threshold value in a first set of threshold values; and
at least partly in response to determining that the first central tendency value fails to satisfy the first threshold value, initiate a corrective action comprising restart of a video encoder used to encode the streaming video content, switch to an alternate video encoder, and/or transmission of an electronic communication to one or more destinations.
16 . The non-transitory computer readable memory as defined in claim 15 , the operations further comprising:
extract closed captioning data for a first item of streaming video content over a first time window;
determine a closed caption word count from the closed captioning data;
determine if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the first word quantity threshold, initiate a corrective action.
17 . The non-transitory computer readable memory as defined in claim 15 , the operations further comprising:
extract closed captioning data for a first item of streaming video content over a first time window;
detect a start of a first pod of a first type;
at least partly in response to detecting the start of the first pod of the first type, pause an elapse of the first time window;
detect an end of the first pod of the first type;
at least partly in response to detecting the end of the first pod of the first type, un-pause the elapse of the first time window;
determine a closed caption word count from the closed captioning data over the first time window;
determine if the word count satisfies a first word quantity threshold; and
at least partly in response to determining that the word count fails to satisfy the first word quantity threshold, initiate a corrective action.
18 . The non-transitory computer readable memory as defined in claim 15 , the operations further comprising: select the first set of threshold values based at least in part on a linear channel associated with the streaming video content.
19 . The non-transitory computer readable memory as defined in claim 15 , the operations further comprising: select the first set of threshold values based at least in part on a genre associated with the streaming video content.
20 . The non-transitory computer readable memory as defined in claim 15 , wherein the first set of threshold values is configured to detect when the first color component exceeds the first central tendency value by more than a first amount or first percentage.
21 . The non-transitory computer readable memory as defined in claim 15 , wherein the first set of threshold values is configured to detect when the first color component is undergoing an outage.