Music MetaData Quality: a multiyear Case Study using the Music of Skip James

Adrian Freed
CNMAT, UC Berkeley, 1750 Arch Street,
Berkeley, CA 94709, USA, adrian [at] cnmat [dot] berkeley [dot] edu

 

ABSTRACT

The case study reported here is an exploratory step towards developing a quantitative system for audio and music metadata quality measurement. Errors, their sources and their propagation mechanisms are carefully examined in a small but meaningful subset of music metadata centered on a single artist Skip James..

 

1.              Introduction

Internet music portals such as the Apple iTunes Music Store,  Yahoo! Music, Google Music Search and Amazon develop their offerings by aggregating and synthesizing music metadata of many types from many sources. These include biographical data about composers and performers, album track listings, UPC codes, CD track hashes, album cover graphics, related artist and related song, product pricing data etc. The quality of this metadata varies considerably between competing vendors in terms of accuracy and completeness. Unfortunately there are no coordinated efforts to independently measure metadata quality and the metadata industry has prioritized other aspects of the business such as timeliness, recommendation systems and selling advertising space.

The effects of inaccurate metadata are numerous. There is the direct impact to frustrated consumers and lost transactions for suppliers. There is the long-term problem of dilution of brand equity and competitive position as consumers lose confidence in their information sources. There is an amplification of errors as information flows from "trusted" sources into derivative publications. Finally the music information retrieval research and application communities rely on symbolic metadata for validation and training of  machine-learning based music classification systems.

The main goal of the case study reported here to identify, log and analyze errors, their sources and the propagation mechanisms in a small subset of music metadata. The idea is not to vilify or blame individuals or organizations involved in the errors that are discussed. It would be unreasonable to generalize the results here to data sources that cover hundreds of thousands of artists. However the surprisingly high number and variety of errors should serve to wake up the music metadata and online music distribution industry to the scope of the problem.

The music of Skip James was chosen because:

•     Data is available: The author has good access to primary reference materials;

•     Good temporal coverage: the performer was active at the beginning of the recorded music industry, again in the 1960's and his recordings are still being released.

•     Wide variety of metadata: The artist is popular enough that are many kinds of metadata and derivative works including videos, biographical book, sheet music, calendars, etc.

•     Tractable amount of data: The artist was neither too popular nor too active.

•     Access to experts to corroborate information

2.             Skip James

2.1.       Biographical Data

 

Source	Name	Date of Birth	Place of Birth	Residence	Date of Death	Place of Death	Cause of Death
All Music Guide	Skip James	June 9th, 1902	Bentonia, MS		Oct. 3rd 1969	Philadelphia, PA
All Music Guide	Nehemiah James	June 21, 1902	Bentonia, MS		Oct. 3rd 1969	Philadelphia, PA
Calt [1]	Nehemiah Curtis James	June 21, 1902	Yazoo City, MS	Woodbine	Oct. 3rd 1969	Philadelphia, PA	Cancer of Penis
MusicBrainz.org	Skip James	June 21, 1902			Oct. 3rd 1969
Edward Komarra [2]	Nehemiah Curtis "Skip" James	June 21, 1902	Yazoo City, MS	Woodbine	Oct. 3rd 1969	Philadelphia, PA
Charters [3]		June 9th, 1902	Whitehead Plantation	Whitehead
Stambler [4]		June 9th, 1902	Bentonia, MS				Cancer
Muze		June 9th, 1902	Bentonia, MS
Calt [5]				Whitehead
Bonnie Rait [6]							Stomach Cancer
Larry Hoffman [7]			Woodbine Plantation

Table 1   Biographical Metadata

 

2.1.1.  Name

An artist's name is the most important biographical metadata element. Although the history of Mr. James's names is relatively simple, it has proved tricky enough to contribute to an error with wide ranging consequences: the existence in the AMG data of two distinct artist entries for the same person.  This problem has recently been partially corrected after many years.

Skip James given name was "Nehemiah Curtis James". According to him he was given the nickname "Skippy" because he danced a lot as a child. Charters says vaguely that

"Skippy" became "Skip" when he was a young man. Calt [1] says that Speir inadvertently introduced  James to Laibly as "Skip". The primacy of Skip James in the metadata stems from its use by the record company on the labels of the original 78 RPM records. The introduction of the book "Skip James:  Blues Collection" [8] includes a phrase which will serve as a good reminder of the importance of seeking out primary sources for factual data:

"Born Nehemiah Curtis "skip" James on June 21, 1902 in Yazoo City Mississippi, he was brought up as an only child on the Woodbine plantation….". This strange and misleading sentence construct implying that his naming and birth occurred at the same time is quite common in biographies , e.g. Memphis Minnie, 'Born Lizzie "Kid" Douglas on June 3,  1897 near New Orleans' [9].

Many artist naming problems can be simply solved by maintaining an exhaustive list of pseudonyms. Problems arise if a pseudonym on this list is shared with a different artist. In this case it is useful to use another attribute of the artist to avoid confusion, for example the date of birth. This practice is not widespread.  A well-known consequence involves three "Willie Brown's" who played guitar in the South in the 30's and 40's. Most of the writings about these artists simply designate "Willie Brown" leaving the reader to guess whether the reference is to the Willie Brown who played with Memphis Minnie, Charley Patton or recorded the classic "Mississippi Blues". Sometimes it is not possible to use the birth date as a disambiguating attribute as it may not be known.

An interesting case of this involves a pair of guitar players both nicknamed "Blind Blake". One from the Bahamas, Blake Alphonso Higgs, had modest recognition in the 1950's. His biographical data is readily available. The other was an extremely popular guitar player in the 1930's with over 60 recordings on Paramount records. We know practically nothing about him. We don't know his real name, birthday, origins or circumstances or date of his death. An example of the consequence of this ambiguity may be seen with a search on EMusic of "Blind Blake." Until EMusic recently dropped the music of Blake Alphonso Higgs, a search listed CD's from both artists and the pages for each of these CD's linked back to a single artist entry of that name.

Table 2 illustrates some of the many challenges associated with artist names in metadata. Note that artist names are best represented as signals in the sense that they are functions of time. Not mentioned in the table are the considerable challenges associated with international characters sets.

Challenge	Example
Pseudonym	Robert Zimmerman/Bob Dylan
Contraction	Bob Dylan/Dylan, Carlos Santana, Santana, Blind Blake, Blind Arthur Blake
Pseudonym evolution	Prince/The Artist/Prince
Fan or popular  nickname	The Artist/The Artist Formerly Known As Prince
	Louis Armstrong/Satchmo
Aliasing	Willie Brown/Willie Brown/Willie Brown, Blind Blake/Blind Blake
Multiple Title	Blind Gary Davis/Reverend Gary Davis,
Abbrieviations	Rev. Gary Davis/ Reverend Gary Davis
Offensive	Fuc*
Surname qualifiers	Hank Williams/Hank Williams Jr.
Character set	???
With others	Martin and Jessica Simpson/Jessica Simpson
Associations	Count Basie and his Orchestra
Spelling	Charlie Patton/Charley Patton
Acronyms	TAFKAP

Table 2   Author Naming Challenge

2.1.2.  Dates of Birth

In the case of Skip James in the All Music Guide data we have the opposite problem to contend with: one real Skip James's with two artist entries each with differing birthdays. The two different dates of birth arise in the biographical writings of two reputed scholars Stephen Calt [1] and Sam Charters [3] neither of whom cite the source of their dates. Charters date wrote the date into a book thirty years ago while Skip James was alive. It is surprising therefore that the date persists in current metadata despite the more extensive and more recent biographical work of Stephen Calt.

2.1.3.  Place of Birth

From Stephen Calt's writings we can infer that the Woodbine and Whitehead plantations are one and the same, the former designation referring to a place the latter to the owner at the time. Stephen Calt has used both designations in his writings [5].

2.1.4.  Death

The most consistently reported biographical information is Skip James date and place of death. Since his death was not controversial and in a relatively modern hospital there is reason to be believe this is accurate. Although his death was definitely related to the cancer he suffered from for many years the nature and types of this cancer are not consistently reported.

3.             Recordings

3.1.       1931

 

Title	Paramount Matrix #	Paramount Catalog#	Yazoo 2009	AMG	Wolf WBJ-CD-009	Biograph BLP-12029	Document DOCD-5005
Devil Got My Woman	L0746-1	13088A
If You Haven't Any Hay Get on Down the Road	L0766-1	13066B, +Decca Champion 50031		Down the...		If You Haven't Any Hay	Haven t
Hard Luck Child	L0751-2	130106A			Hard-Luck		Hard-Luck
Drunken Spree	L0758-2	130111
Little Cow and Calf Is Gonna Die Blues	L0763-1	13085B				Little Cow & Calf
Be Ready When He Comes	L0755-2	13108A
How Long "Buck"	L0761-1	13085A					Long  Buck
I'm So Glad	L0759-1	13098A
Cherry Ball Blues	L0748-2	13065A
Hard Time Killin' Floor Blues	L0752-2	13065B
22-20 Blues	L0765-1	13066A +Decca Champion 50031
Four O'Clock	L0750-1	13106B	4 O'Clock		4 O'Clock
Jesus Is a Mighty Good Leader	L0754-1	13108B
Yola My Blues Away	L0756-1	13072
What Am I to Do Blues	L0764-1	13111
Special Rider Blues	L0760-2	13098B
Illinois Blues	L0749-1	13072
Cypress Grove Blues	L0747-2	13088B
						Throw Me Down

Table 3       1931 Recordings

3.1.1.  Titles

Readily available CD transfers of Skip James recordings made in 1931 were created from 78RPM records many of which are extremely rare. For example, there is only one known disc of "Illinois Blues". The titles of these recordings correspond mostly to those found on the labels of the original 78's and record company logs. The differences noted in table 3 appear to be due to:

•     a printing problem with quotation marks in the case of Document DOCD-5005

•     a choice to incorrectly use a numeral 4 instead of the word Four in "Four O'Clock"

•     hyphenation of "Hard Luck" in "Hard Luck Child"

•     Truncation due to space constraints on the label and/or sleeve of BLP-12029

The titles above were taken from CD printed inserts or album covers as it is now common practice to omit track listings on the CD itself, e.g., Yazoo 2009. This is the opposite of the common practice in the 1930's when 78RPM record sleeves usually contained no information specific to the content. 

The power to choose a song title (and artist pseudonym) rested with the record company in those days not the performer and confusions and errors abound. It was common for the same artist to perform under different pseudonyms to evade the constraints of an exclusive recording contract and it was common for titles to be chosen to avoid copyright issues when artists covered each other's hits. Skip James is reported to have said that "How Long 'Buck'" was mislabeled as a buck dance [5].It may be that the awkward choice of title  "If You Haven't Any Hay, Get on Down the Road" was to avoid legal disputes over one of the many variants of the song cluster known variously as "Alabama Bound/ All Night Long/Elder Greene/Don't Leave Me here." In Skip James recordings of the 1960s the song is named "All Night Long" and the album listing on Biograph BLP-12016 has "All Night Long (If you Haven't Any Hay)."

Skip James sings the words "special lover" on his 1960's live recording of "Special Rider" probably because he knew his northern audience would not understand his colloquial use of the term "rider". Document Record's choice to name the song "Special Lover" results in the loss of the connection between this song and other recordings of the same song.  This indicates the importance of synonym metadata for song titles as well as authors. Such connections are not just relevant to consumers considering which song to buy they also have rights management implications. Unfortunately the data used by organizations managing and licensing those rights such as ASCAP, BMI, and Songfile are no more reliable than the metadata sources so cannot be used to clarify or correct. Space limitations prevents a complete analysis here of these errors but the must important one is that their data is incomplete because of notoriously poor record keeping and the numerous songs which had no copyright filing at all.

3.1.2.  Attribution error

The attribution of "Throw Me Down" to Skip James on BLP-12029 is a mistake. According to the album notes this track was from a "test pressing, previously unissued, bearing Skip James's name". Fortunately this error did not propagate beyond that album and available CD's contain the 18 currently recovered 1931 recordings. It is highly unlikely but not impossible that other 1931 recordings will be discovered as Skip James claims he made 26 in that year [1].

 

Song (1930's title)	Vanguard 79517-2	VCD 77/88	GCD9910 piano	GCD9901	BCD122	Paramount
Alabama Bound/Elder Greene			All Night Long	All Night Long	All Night Long	If You Haven't Any Hay Get on Down the Road
(BCD122)	Look Down The Road			Look down the road (w. drummer)	I Don't Want A Woman To Stay Out All Night Long +BCD 107
Hard Time Killin' Floor	Hard Time Killing Floor Blues	Hard Time Killing Floor		Hard Time Killin' Floor Blues	Hard Time Killing Floor +BCD 107
				Worried Blues	Skip's Worried Blues
One Dime Blues				Broke & Hungry
Deep Blue Sea Blues	Catfish Blues			Catfish	Catfish Blues
	Crow Jane			Crow Jane
	How Long Blues		How Long Blues
						Special Rider Blues
	Cherry Ball Blues				Cherry Ball Blues
			Black Gal	Black Gal
				Worried Blues	Skip's Worried Blues
	Little Cow, Little Calf Blues		Little Cow and Calf
	Center Blues			Washington D.C. Hospital Center Blues

Table 4       1960's Name Variants 1 pf 2

 

Song (1930's title)	VMD79705-2	VMD79219	DOCD-5149	DOCD-5633	DOCD-5634
Alabama Bound/Elder Greene		All Night Long
(BCD122)		Look Down The Road	I Don't Want A Woman To Stay Out All Night Long	Look Down The Road
Hard Time Killin' Floor		Hard Times Killing Floor Blues		Hard Time Killin' Floor Blues
One Dime Blues	One Dime Was All I Had
Deep Blue Sea Blues					Catfish Blues
		Crow Jane	Someday You Gotta Die
		How Long	How Long Blues
		Special Rider Blues	Special Lover Blues
		Cherryball		Cherry Ball Blues	Cherry Ball Blues
	Oh, Mary Don't You Weep		Mary Don't You Weep
		My Gal			Hard Headed Woman
		Washington D.C. Hospital Center Blues			Washington D.C. Hospital Center Blues
			Sickbed Blues	Sickbed BLues
			Look at the People
			Hard Luck Child		Hard-Luck Child

Table 5       1960's Name Variants 2 of 2

With the exception of the single misattributed track, the printed information on CD's, albums and 78 RPM vinyl correctly attributes Skip James as performer on all tracks. However, the path of this information to electronic form is flawed in many ways. The problem is that most track listings have been manually re-keyed. The lack of a universally adopted standard or widely used business process to automate error free transfer of this information from the record companies has created a small industry of competing sources for the information.

One source is through CD wholesalers who enter the information as part of the process of adding new products to their inventory. Another is from CD owners who enter track information into jukebox applications on their personal computers. The pioneer of this approach is GraceNote (originally called CDDB). Freedb.org, an "open source" competing effort started in reaction to GraceNote's assertion of proprietary rights over data that freedb.org consider was offered by users on a "free for all" basis. MusicMoz.org and MusicBrainz.org use volunteer human editors to filter errors from submitted information.

3.1.3.  Title Error

Most of the errors from CDDB/freedb.org stem from a weak database schema used in the original data capture system. The original schema did not offer any per-track attributes. This means there is no standardized way of entering the performer name for each track in a compilation. Also genres are associated with CD's instead of tracks. The errors that result can be readily seen for Wolf WBJ-CD-009. This is in fact a compilation of the original 1931 Skip James and five tracks recorded by an artist from Bentonia perported to be from the same "Bentonia School" of musicians. One illustration of the problem is the title field from freedb.org: " Skip James & Jack Owens / Skip James and Jack Owens 1931-1981Jack Owens".

3.1.4.  Song misattribution

When this CD is inserted into a Macintosh computer, Apple's iTunes Jukebox program consults GraceNote's CDDB servers and transfers data into Apple's own database format on the users computer. Apple's database has a more general design which does allow for individual track attributes but it is forced to populate these per-track fields with copies from the per CD fields of CDDB. The result is that those original 18 Skip James tracks are attributed to both Skip James and Jack Owens. If iTunes is used to convert the CD audio data into MP3 formatted files the per-track data will be transformed into MP3 ID-3 tags and stored with the compressed audio. If these MP3 files are copied (legally or illegally) the incorrect artist attribute will propagate. It is possible to correct this data in the local iTunes database but there is no reliable mechanism to propagate the change back to GraceNote or fix ID-3 tags in MP3 files circulating the Internet. The Freedb.org entry for WBJ-CD-009 will allow human users to correctly attribute the performer to each song: each track name is preceded by "Skip James:" or "Jack Owens:".

The approach of building artist names into track names is common in musical metadatabases. For example in July of 2003 an Artist Search on EMusic found Yazoo 2009 tracks but no compilation albums containing Skip James. A "Track Search" for Skip James found some compilations albums. Because of the aformentioned problems of artist name aliases and numerous typographical conventions (dashes, colons, slashes, prefix, postfix) it is very difficult to automatically separate artists from track names. EMusic has worked to improve this situation: In April 2006, Skip James artist searches identify four albums and ten compilation albums.  Two of the four albums listed are actually compilations. This results in misattribution of recordings of Son House to Skip James. The source of this problem was challenging to track as the Yazoo's web site fails to list this CD at all.  The source of the error appears to be the All Music Guide (who also erroneously tag Skip James as a kazoo player). Yazoo 2009 is in fact a compilation and results in the misattribution of 7 recordings of Son House to Skip James. The addition of Son House songs makes little sense musically or historically. Yazoo is perhaps attempting to compete with the JSP CD by filling available space on the CD with the same artist as JSP did for their boxed set. This is worrisome because it suggests compilation CD's may not be a reliable source of good clustering data for "related artist" recommendations.

The EMusic encoding of DOCD-5005 has the incorrect track data on the ID-3 tags of the tracks and the previews and tracks are mislabeled. A customer review entry points this out and recommends another source. This suggests that EMusic and others could improve their metadata by creating a detailed form for customers to correct their metadata and report encoding problems.

Title	Instruments DOCD-5005	DOCD-5005	AMG	Wolf WBJ-CD-009	iTunes (cddb) for WBJ-CD-009	Authors Genre	CDDB Genre	Yazoo 2009
Devil Got My Woman	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
If You Haven't Any Hay Get on Down the Road	Piano/Vocals/Foot tapping	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Blues	Blues	1930
Hard Luck Child	Guitar,Vocals	(Unidentified) Copyright Control		Skip James	Skip James & Jack Owens	Blues	Blues	1930
Drunken Spree	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens		Blues	1930
Little Cow and Calf Is Gonna Die Blues	Piano/Vocals/Foot tapping	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Be Ready When He Comes	Guitar,Vocals	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Gospel	Blues	1930
How Long "Buck"	Guitar,Vocals	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Blues	Blues	1930
I'm So Glad	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Cherry Ball Blues	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Hard Time Killin' Floor Blues	Guitar,Vocals	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Blues	Blues	1930
22-20 Blues	Piano/Vocals/Foot tapping	(James) Wynwood Music	James Johnson	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Four O'Clock	Guitar,Vocals	(James) Copyright Control	Durham	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Jesus Is a Mighty Good Leader	Guitar,Vocals	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Gospel	Blues	1930
Yola My Blues Away	Guitar,Vocals	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Blues	Blues	1930
What Am I to Do Blues	Piano/Vocals/Foot tapping	(James) Wynwood Music		Skip James	Skip James & Jack Owens	Blues	Blues	1930
Special Rider Blues	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Illinois Blues	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Cypress Grove Blues	Guitar,Vocals	(James) Wynwood Music	James	Skip James	Skip James & Jack Owens	Blues	Blues	1930
Backwater Blues		Traditional	Traditional			Blues	Blues
Everybody Ought To Live Right		Traditional	Traditional			Gospel	Blues
I Want To Be More Like Jesus		Traditional	Traditional			Gospel	Blues
Jack Of Diamonds		Traditional	Traditional			Field Holler	Blues
My Last Boogie		Traditional	Traditional			Blues	Blues
Lazy Bones		Traditional	Traditional	Hoagy Carmichael		Popular	Blues
Let My Jesus Lead You		Copyright Control	Traditional			Gospel	Blues
My Own Blues		Traditional	Traditional			Blues	Blues
Oh, Mary Don't You Weep		Traditional	Traditional			Gospel	Blues
Omaha Blues		Traditional	Traditional			Blues	Blues
Bumble Bee		Traditional	Traditional			Blues	Blues
One Dime Was All I Had		Traditional	Traditional			Blues	Blues
Keep Your Lamp Trimmed And Burning		Traditional	Traditional			Gospel	Blues
Somebody Gonna Wish They Had Religion		Traditional	Traditional			Gospel	Blues
Somebody Loves You		Traditional	Traditional			Gospel	Blues
Sorry For To Leave You		Traditional	Traditional			Gospel	Blues
Sporting Life Blues		Traditional	Traditional			Blues	Blues
They Are Waiting For Me		Traditional	Traditional			Gospel	Blues
Walking The Sea		Traditional	Traditional			Gospel	Blues

Table 6       Song Attributes

3.2.       Genre Attributes

CD owners can choose to enter any term into the CD genre attribute in freeDB.org entries. The term "Bentonia Blues" is interesting because that term is both controversial amongst scholars and unlikely to be very useful in practice for example in recommender system [reference] since there are so few other CD's or artists that anyone is likely to label with that genre designation. Besides, as discussed in the next section, attaching a single genre to an artist or album is a bad and obsolete idea.

Many professional musicians and certainly Skip James contemporaries in the 1930's played songs in a diverse variety of styles in different contexts (weddings, dances, church meetings etc., clubs, brothels, house parties etc.) to diverse audiences. In fact many musicians were adept at arranging songs from core musical and textual material into different genres, e.g. Robert Wilkins's song "Prodigal Son" (Gospel) and "That's No Way to Get Along" (Blues) use the same melody and guitar arrangement. Many musicians from this period had a "clean" and ribald version of the same song, e.g.,"Don't Leave Me Here" and "Don't Ease Me In" of Henry Thomas. From interviews of Skip James [1] and his recorded legacy seen as a whole it is clear he was comfortable with many styles on both guitar and piano including, stride piano, boogie-woogie, blues, gospel, popular songs and field hollers. All online metadata the author is aware of describe Skip James songs as simply "blues" or a specific blues subgenre. 

The standard genres and subgenre hierarchies presented to users in music navigation systems are derived from an obsolete scheme designed to organize the inventory and browsing behavior of customers in bricks-and-mortar record stores in the 1950's and 1960's. "World Music," "New Age," and "Folk Music" are current examples of dubious categorizations of little practical value [1].

4.             Conclusion and Proposals

For metadata  errors to be resolved it is essential that recording industry adopt the equivalent of a unique ISBN number for individual sound recordings. One option is the  Global Release Identifier (GRid)  of the mi3p standard effort currently in draft status. Without unambiguous identifiers it is impossible to reliably check, merge and correlate data from different sources.

Relating vendor product codes back to the recording codes will be challenging but is essential for honest digital rights management. Curiously, the best source of data for achieving this may not be record companies or any of the metadata sources mentioned so far; it may be carefully researched academic compilations [10-12].

Poor database schema and poor data on compilation albums result in the creation and propagation of artist and genre attribution errors.  Data on such albums (when they can be identified) need special scrutiny and probably careful human editing.

Larger more complex database schema will be needed to tackle the metadata errors and provide accurate digital rights management.

Metadata providers should provide feedback mechanisms so that the customers the metadata was created to serve can collaboratively contribute corrections. Currently it is difficult for customers to even identify the source organization to send corrections to.

Genre and other categorization schemes are an active area of research and development. The metadata industry now faces the challenge of blending their proprietary ontologies with personal and group ontologies enabled by web 2.0 semantic tagging [13-15].

Although it doesn't fit current habits of relational database users many of the metadata values should be viewed as signals, i.e., functions of time that need to be tracked. Genres usually emerge decades after recordings, artists change their names and the names of their songs. The complexity of the required scheme should not be underestimated. The over 900 items in the draft mi3p data dictionary are a sobering read.

Inevitably more audio metadata will be embedded in encoded audio and be available during playback in consumer devices. More efficient binary representations will be needed than the xml schemas in current use. Mature time tagging and sound description standards such as SDIF may be helpful.

5.             Future Work

This work can be extended to evaluating how long it takes metadata providers to correct their data and how long it takes for corrections to be propagated.

This work can also be used as a starting point for a more extensive statistical analysis of metadata quality.

Skip James enthusiasts and scholars can complement this work by analyzing the quality of metadata on video and images and musical transcriptions.

6.             Web Resources

All Music Guide (AMG)	http://www.allmusic.com/
Muze	http://www.muze.com
SDIF	http://www.cnmat.berkeley.edu/SDIF
EMusic	http://www.emusic.com
Freedb	http://freedb.org
Gracenote	http://www.gracenote.com
Yazoo records	http://www.yazoorecords.com/
Musicbrainz	http://musicbrainz.org/
musicmox	http://musicmoz.org/
Songfile	http://www.harryfox.com/songfile/public/publicsearch.jsp
BMI	http://www.bmi.com
ASCAP	http://www.ascap.com
Mi3p	http://www.mi3p-standard.org/

7.             REFERENCES

 

 

[1]           S. Calt, I'd rather be the devil : Skip James and the blues. New York: Da Capo Press, 1994.

[2]           E. Komarra, Introduction to The Skip James Blues Collection: Hal Leonard.

[3]           S. B. Charters, The bluesmen; the story and the music of the men who made the blues. New York,: Oak Publications, 1967.

[4]           I. Stambler, G. Landon, and I. Stambler, Encyclopedia of folk, country & western music, 2nd ed. New York, N.Y.: St. Martin's Press, 1983.

[5]           S. Calt, "Liner Notes of Skip James: The Complete Early Recordings," Yazoo, 1986.

[6]           Hocheman, "Passion For Blues and Filmmaking," in LA Times Calendar, 2002.

[7]           L. Hoffman, "Liner Notes to She Lyin' by Skip James," Genes Records, 1993.

[8]           J. Perin, The Skip James Blues Collection: Hal Leonard.

[9]           "Drinkin' in the Blues," 2006. http://www.geocities.com/BourbonStreet/Quarter/5939/memphisminnie.html

[10]         M. Leadbitter and N. Slaven, Blues records, 1943-1970 : a selective discography. London, England: Record Information Services, 1987.

[11]         M. Leadbitter and N. Slaven, Blues records, January 1943 to December 1966. London: Hanover Books, 1968.

[12]         J. Godrich and R. M. W. Dixon, Blues & gospel records, 1902-1942. London: Storyville Publications, 1969.

[13]         G. Stamou, S. Kollias, and MyiLibrary., Multimedia content and the semantic Web methods, standards, and tools. Chichester, West Sussex, England ; Hoboken, NJ: John Wiley & Sons, 2005.

[14]         J. Davies, R. Studer, and P. Warren, Semantic Web technologies : trends and research in ontology-based systems. Chichester, England ; Hoboken, NJ: John Wiley & Sons, 2006.

[15]         S. Sirmakessis, Adaptive and personalized semantic web. Berlin ; New York: Springer, 2006.