Intelligent music track selection

• US 20050021470A1
• Filed: 06/08/2004
• Published: 01/27/2005
• Est. Priority Date: 06/25/2002
• Status: Abandoned Application

• Current Assignee: Bose Corporation
• Original Assignee: Bose Corporation
• Inventors: Martin, Keith D., Zamir, Lee, Reimann, Robert
• Application Number:
  US10/862,954
• Publication Number:
  US 20050021470A1
• Time in Patent Office: Days
• US Class Current: 705/51
• CPC Class Codes: G06F 16/635 Filtering based on additional data, e.g. user or group profiles
• CPC Class Codes: G06F 16/638 Presentation of query results
• CPC Class Codes: G06F 16/639 using playlists
• CPC Class Codes: G06F 16/64 Browsing; Visualisation therefor generation of a list or set of audio data G06F16/638
• CPC Class Codes: G06F 16/68 Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
• CPC Class Codes: G06F 16/686 using information manually generated, e.g. tags, keywords, comments, title or artist information, time, location or usage information, user ratings
• CPC Class Codes: G11B 19/025 'Virtual' control panels, e.g. Graphical User Interface [GUI]
• CPC Class Codes: G11B 2220/20 Disc-shaped record carriers
• CPC Class Codes: G11B 2220/2529 Mini-discs
• CPC Class Codes: G11B 2220/2545 CDs
• CPC Class Codes: G11B 2220/2562 DVDs [digital versatile discs]; Digital video discs; MMCDs; HDCDs
• CPC Class Codes: G11B 2220/41 Flat as opposed to hierarchical combination, e.g. library of tapes or discs, CD changer, or groups of record carriers that together store one title
• CPC Class Codes: G11B 2220/90 Tape-like record carriers
• CPC Class Codes: G11B 27/002 Programmed access in sequence to a plurality of record carriers or indexed parts, e.g. tracks, thereof, e.g. for editing; transfer of record carriers from magazine G11B15/68, G11B17/10; G11B17/22
• CPC Class Codes: G11B 27/034 on discs G11B27/036, G11B27/038 take precedence
• CPC Class Codes: G11B 27/105 of operating discs
• CPC Class Codes: G11B 27/107 of operating tapes
• CPC Class Codes: G11B 27/11 by using information not detectable on the record carrier
• CPC Class Codes: G11B 27/34 Indicating arrangements indicating means incorporated in magazine or cassette G11B23/046 and G11B23/0875; indicating measured values in general G01D
• CPC Class Codes: H04H 60/45 for identifying users
• CPC Class Codes: H04H 60/46 : for recognising users' preferences
• CPC Class Codes: H04H 60/73 : using meta-information

Abstract

The performance of multimedia works is controlled based on indicated preferences of users.

Claims

1. A method comprising

based on user preference information about digital works, selecting available digital works to be included in at least two different sequences of digital works to be performed, the different sequences being based on different aspects of the preference information, and

enabling the different sequences to be performed at the same time by a performance system.

2. The method of claim 1 in which the selecting is performed by multiple instances of a work selection process.

3. The method of claim 1 also including delivering the digital works of the different sequences for performance from a single mass storage device.

4. The method of claim 1 in which the different aspects of the preference information are associated with different users or groups of users.

5. The method of claim 1 in which

the selecting for different sequences is done by different instances of a digital work selection process.

6. The method of claim 5 in which the different instances do the selecting using a common network of nodes of information about the digital works.

7. A method comprising

receiving incoming preference information that is being provided about digital works being performed, and

while the incoming preference information is being provided, selecting the digital works to be performed based on a body of preference information in a manner that is not affected by the incoming preference information.

8. The method of claim 7 in which the incoming preference information is from one user or group of users and the digital works to be performed to that user or group of users are selected based on preference information provided by a different user or group of users.

9. A method comprising

receiving preference information provided from two different sources about digital works being performed with respect to the two different sources, and

using the received preference information from both of the sources to select digital works to be performed.

10. The method of claim 9 in which the preference information is provided from the two different sources by a single user at two different times.

11. The method of claim 9 in which the preference information is provided from the two different sources by two different users.

12. A method comprising

receiving preference information from a user about digital works that are being performed for the user and are not in a collection of the digital works that belong to the user, and

storing the preference information to be used to select digital works to be performed for the user, from the collection of digital works that belong to the user.

13. The method of claim 12 in which the works that are being performed for the user belong to a second collection.

14. The method of claim 12 also including selecting the digital works using the preference information, the selecting including

generating a first network of nodes using first stored preference information associated with works that have been performed for the user,

generating a second network of nodes using second stored preference information associated with works in the collection,

propagating the first stored preference information through the second network.

15. The method of claim 14 in which

only values of the ancestors of the track that are actually present in the second collection are updated.

for works that have been performed but are not in the collection, applying, to the second network, first preference information for works that are related to works in the collection but are not themselves in the collection.

16. A method comprising

enabling a user of a first remote control device to formulate a first structured query of a database of digital works available at a music system that interacts with the remote control device, and

sending the structured query to the music system.

17. The method of claim 16 also comprising enabling a user of a second remote control device to formulate a second structured query of the database while the first structured query is being formulated.

18. The method of claim 17 in which the first structured query and the second structured query are provided independently and actions are taken in response to the respective queries independently.

19. A method comprising

enabling a user of a remote control device to explicitly indicate first preferences with respect to digital works being performed by a music system, and using the preference indications in selecting a first future sequence of digital works to be performed.

20. The method of claim 19 also including enabling a user of a remote control device to explicitly indicate second preferences with respect to digital works being performed by the music system, and using the other preference indications in selecting a second future sequence of digital works to be performed.

21. The method of claim 20 in which the first preferences and the second preferences are indicated by a single user.

22. The method of claim 20 in which the first preferences and the second preferences are indicated by a single user on two different remote control devices.

23. The method of claim 20 in which the first preferences and the second preferences are indicated by two different users on two different remote control devices.

24. The method of claim 20 in which the first future sequence and the second future sequence are performed for two different users.

25. A method comprising

enabling a user to define one or more values to be used in querying a database of information about digital works, the values to be used to identify a subset of the database,

performing an action with respect to the subset, and

generating a list of some of the digital works to be performed based on preference information about the works, the digital works on the performance list belonging to the subset.

27. The method of claim 25 also comprising

enabling the user to indicate the action that is performed with respect to the subset.

28. The method of claim 25 in which the enabling comprises displaying for the user at least one identifier of a field of the database

29. The method of claim 28 in which the enabling comprises permitting the user to identify a value of the field.

30. The method of claim 28 in which the enabling comprises permitting the user to indicate a default representing any value of the field.

31. The method of claim 28 in which the field of the database comprises at least one-of genre, artist, album, producer, composer, ensemble, conductor, featured performer, and year

32. The method of claim 25 in which the user is enabled to select the values from a list that is arranged from more general to less general.

33. The method of claim 32 in which the less general criteria may have values associated with more than one possible value for of an item that lies at a more general level.

26. A method comprising

enabling a user to define one or more values to be used in querying a database of information about digital works, the values to be used to identify a subset of the database, and

associating a user-specified preference with digital works in the subset.

34. A method comprising

displaying to a user identifiers of categories of digital works that may be performed for a user, each of the categories including a set of the digital works,

at least a broader one of the categories including digital works that belong respectively to more than one of the narrower categories, p1 at least a narrower one of the categories including digital works that belong respectively to more than one of the broader categories,

enabling a user to select a value for the identifier of one of the broader categories, and

enabling the user to select a value of the identifier of one of the narrower categories, the value being constrained based on the selected value of the broader category.

35. The method of claim 34 in which the categories include at least two of genre, artist, album, producer, composer, ensemble, conductor, featured performer, and year.

36. The method of claim 34 also including enabling the user to navigate among categories using a manual control and to navigate among possible values with respect to a given identifier using a separate manual control.

37. The method of claim 34 also including querying stored information about the digital works using the broader category value and the narrower category value selected by the user.

38. The method of claim 34 also including enabling the user to navigate among possible values with respect to a first identifier of a broader category, and updating the display of values available for selection with respect to a second identifier of a narrower category to include only values that are permitted by the broader category value to which the user has navigated.

39. A method comprising

with respect to at least two digital works that are available at two separately addressable locations, in one operating mode of a device that performs the works, automatically preventing the performing of one of the works without also performing another of the works.

40. The method of claim 39 in which the two digital works are sequential.

41. The method of claim 39 also including receiving a request from a user to have at least one of the works performed.

42. The method of claim 41 in which the request of the user comprises a request to play a group that has been defined to include the two digital audio works.

43. The method of claim 39 in which the works are stored at two separately addressable locations on a storage medium.

44. The method of claim 43 in which the medium comprises a CD.

45. The method of claim 39 in which the one operating mode comprises automatically selecting works for performance based on user preferences.

46. The method of claim 39 in which, in another operating mode, each of the one work and the other work may be performed individually upon request by a user.

47. A method comprising

associating at least two digital works that are at separately addressable locations in a manner that identifies them as works that are to be performed together, the digital works including fewer than all of the digital works stored on a given storage medium.

48. The method of claim 47 in which the associating is based on metadata describing the digital works.

49. The method of claim 47 in which the associating is based on information provided by a user.

50. The method of claim 49 in which the information provided by the user identifies two or more digital works stored on a single medium that are to be associated.

51. The method of claim 49 in which the information provided by the user indicates at least one of:

associating none of the works stored on a single medium, associating all of the works stored on the single medium, or automatically associating at least some of the works stored on a single medium.

52. The method of claim 51 in which, even when the user indicates automatically associating at least some of the works, no association is done.

53. A method comprising

in a user interface for controlling a device that performs digital works, enabling a user to identify at least two works to be associated in a manner that causes them to be performed together.

54. The method of claim 53 in which the user is enabled to identify at least two works that are stored on a single medium.

55. The method of claim 53 in which the user is enabled to identify works that are stored on a single medium in at least one of the following ways:

associating none of the works stored on a single medium, associating all of the works stored on the single medium, or automatically associating at least some of the works stored on a single medium.

56. The method of claim 55 in which, even when the user indicates automatically associating at least some of the works, no association is done.

57. A method comprising

using metadata about digital works to automatically associate at least two digital works in a particular order, and

when a preference-based selection process selects one of the works to be included in a sequence of works to be performed, the process always selects the other of the two works to be included next in the sequence.

58. The method of claim 57 in which, when the selection process selects one of the works, all of the works that are automatically associated by the metadata are included in the sequence for performance in an order specified by the metadata.

59. A method comprising

for each work of a set of digital works, storing information identifying the work and preference data that indicates a preference of one or more users for performance of the work, the information and preference data being stored on a portable storage medium.

60. The method of claim 59 in which the identifying information comprises an album number, a medium number, and a track number for a compact disc.

61. The method of claim 60 in which the album number may comprise a unique album identifier.

62. The method of claim 61 in which the preference data comprises a score.

63. The method of claim 61 in which the preference data comprises a value representing a confidence level for the preference data.

64. The method of claim 61 in which the information and data for each of the works comprises no more than 64 bits per work.

65. A medium bearing information to enable a device to select a series of digital works to be performed based on preferences for performance of the works, the information comprising information identifying the work and preference data that indicates a preference of one or more users for performance of the work.

66. The medium of claim 65 comprising a portable storage medium.

67. A method comprising

enabling searching of a database of information about digital audio works to be performed by selecting a set of values for categories to which the digital works belong, the categories including an identifier of an ensemble associated with the work,

taking an action with respect to results of the searching, and

selecting a sequence of works to be performed in part based on the action.

68. The method of claim 67 in which the categories include identifiers of a composer, and performance.

69. A method comprising

enabling a user to search a database of information about digital audio works to be performed by selecting a set of values for categories to which the digital works belong, the categories including at least one broader category and at least one narrower category,

the identity of the narrower category from which values may be selected depending on the identity of the broader category from which values may be selected,

the broader category comprising classical music and the narrower category comprising ensemble.

70. A method comprising

selecting a set of digital works to be performed, the list being based on a probabilistic application of user preferences, the set being selected from a larger library of works, and

storing the list of digital works on a portable medium.

71. The method of claim 70 also including storing the works on the medium in an order determined by the selecting.

72. The method of claim 70 also including storing preference data associated with the user preferences on the medium.

73. The method of claim 72 also including storing the digital works on the medium in an arbitrary order.

74. The method of claim 70 also including storing the digital works on the medium in folders each including a selected set of digital works to be performed.

75. The method of claim 74 in which the works are stored in each folder in an order determined by the selecting.

76. The method of claim 74 in which the respective folders are identified within an order of relative preference based on the user preferences.

77. The method of claim 70 also including

storing preference data associated with the user preferences and the digital works on the medium, and

using the stored preference data to control the order of playback of the works stored on the medium.

78. The method of claim 70 in which the portable medium is portable independently of any device used to select or perform the digital works.

79. A method comprising

using information provided by a third party about a digital work to be performed in maintaining stored preference information about digital works that may be selected probabilistically for inclusion in a sequence of digital works to be performed for a user.

80. The method of claim 79 in which the third party comprises a critic. 81. The method of claim 79 in which the information provided by the third party comprises an indication of at least one of the tracks of a CD that is considered to be preferable to other tracks of the CD. 82. The method of claim 79 in which the probability of selection of a digital work is increased based on the information provided by the third party.