Methods and apparatus for determining a mood profile associated with media data
Examples described herein may perform various operations based on mood congruency. An example implementation accesses (i) a first mood vector that describes first media data and specifies a first mood-value pair, the first mood-value pair assigning a first value to a first mood and (ii) a second mood vector that describes a second media data and specifies a second mood-value pair, the second mood-value pair assigning a second value to a second mood. The implementation retrieves a first score that quantifies congruency between the first and second moods and generates a second score that quantifies congruency between the first and second mood vectors, the generating the second score being based on the accessed first and second values and the retrieved first score. Based on at least the generated second score, the implementation provides an indicator to an application.
1. A method comprising:
accessing, from a database, a first mood vector that describes first media data and specifies a first mood-value pair, the first mood-value pair assigning a first value to a first mood;
accessing, from the database, a second mood vector that describes a second media data and specifies a second mood-value pair, the second mood-value pair assigning a second value to a second mood;
retrieving a first score that quantifies congruency between the first and second moods, the first score being retrieved from a data structure that correlates the first and second moods;
using a processor, generating a second score that quantifies congruency between the first and second mood vectors, the generating the second score being based on the accessed first and second values and the retrieved first score; and
based on at least the generated second score, providing an indicator to an application.
2. The method of claim 1 , wherein providing the indicator to the application comprises displaying a selectable indication of the second media data on a user interface.
3. The method of claim 1 , wherein providing the indicator to the application comprises accessing the second media data from data storage.
4. The method of claim 1 , wherein providing the indicator to the application comprises playing the second media data using a signal generation device.
5. The method of claim 1 , further comprising:
accessing, from the database, a first characteristic that describes the first media data and a second characteristic that describes the second media data; and
using the processor, comparing the first media characteristic and the second media characteristic,
wherein providing the indicator the application comprises providing the indicator the application based on at least the generated second score and the results of the comparison.
6. The method of claim 5 , wherein the first characteristic and the second characteristic comprise at least one of genre, origin, tempo, and era of the first media data and the second media data, respectively.
7. The method of claim 5 , wherein the first characteristic and the second characteristic comprise first and second metadata associated with the first media data and the second media data, respectively.
8. The method of claim 5 , wherein providing the indicator to the application comprises adding the second media data to a playlist.
9. A non-transitory machine-readable storage medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:
accessing, from a database, a first mood vector that describes first media data and specifies a first mood-value pair, the first mood-value pair assigning a first value to a first mood;
accessing, from the database, a second mood vector that describes a second media data and specifies a second mood-value pair, the second mood-value pair assigning a second value to a second mood;
retrieving a first score that quantifies congruency between the first and second moods, the first score being retrieved from a data structure that correlates the first and second moods;
using a processor, generating a second score that quantifies congruency between the first and second mood vectors, the generating the second score being based on the accessed first and second values and the retrieved first score; and
based on at least the generated second score, providing an indicator to an application.
10. The non-transitory machine-readable storage medium of claim 9 , wherein providing the indicator to the application comprises displaying a selectable indication of the second media data on a user interface.
11. The non-transitory machine-readable storage medium of claim 9 , wherein providing the indicator to the application comprises accessing the second media data from data storage.
12. The non-transitory machine-readable storage medium of claim 9 , wherein providing the indicator to the application comprises playing the second media data using a signal generation device.
13. The non-transitory machine-readable storage medium of claim 9 , wherein the operations further comprise:
accessing, from the database, a first characteristic that describes the first media data and a second characteristic that describes the second media data; and
using the processor, comparing the first media characteristic and the second media characteristic,
wherein providing the indicator the application comprises providing the indicator the application based on at least the generated second score and the results of the comparison.
14. The non-transitory machine-readable storage medium of claim 13 , wherein the first characteristic and the second characteristic comprise at least one of genre, origin, tempo, era of the first media data and the second media data, respectively.
15. A system comprising:
a memory that stores instructions;
a database that stores mood vectors;
one or more processors configured by the instructions to perform operations comprising:
accessing, from the database, a first mood vector that describes first media data and specifies a first mood-value pair, the first mood-value pair assigning a first value to a first mood;
accessing, from the database, a second mood vector that describes a second media data and specifies a second mood-value pair, the second mood-value pair assigning a second value to a second mood;
retrieving a first score that quantifies congruency between the first and second moods, the first score being retrieved from a data structure that correlates the first and second moods;
using a processor, generating a second score that quantifies congruency between the first and second mood vectors, the generating the second score being based on the accessed first and second values and the retrieved first score; and
based on at least the generated second score, providing an indicator to an application.
16. The system of claim 15 , wherein providing the indicator to the application comprises displaying a selectable indication of the second media data on a user interface.
17. The system of claim 15 , wherein providing the indicator to the application comprises accessing the second media data from data storage.
18. The system of claim 15 , wherein providing the indicator to the application comprises playing the second media data using a signal generation device.
19. The system of claim 15 , wherein the operations further comprise:
accessing, from the database, a first characteristic that describes the first media data and a second characteristic that describes the second media data; and
using the processor, comparing the first media characteristic and the second media characteristic,
wherein providing the indicator the application comprises providing the indicator the application based on at least the generated second score and the results of the comparison.
20. The system of claim 19 , wherein the first characteristic and the second characteristic comprise at least one of genre, origin, tempo, era of the first media data and the second media data, respectively.