#genre

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#genre: Reconsidering Popular Music Categorization Thomas Johnson – The Graduate Center, CUNY RUMS Annual Graduate Student Conferece New Brunswick, NJ – April 9, 2017 @tgj505 [email protected]

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Page 1: #genre

#genre: Reconsidering Popular Music Categorization

Thomas Johnson – The Graduate Center, CUNYRUMS Annual Graduate Student ConfereceNew Brunswick, NJ – April 9, 2017@[email protected]

Page 2: #genre

What’s your favorite kind of music? Sociology: survey data since 1980s

Move from “snobbishness” to “omnivorousness”

Answer with a label or two or three

Prototypical artists: Clara Schumann, The Rolling Stones, Biggie

Page 3: #genre

What’s your favorite kind of music? Sociology: survey data since 1980s

Move from “snobbishness” to “omnivorousness”

Answer with a label or two or three

Prototypical artists: Clara Schumann, The Rolling Stones, Biggie

Elementary school students: Drake! “Hotline Bling”!

Page 4: #genre

What’s your favorite kind of music? Glenn McDonald (head of Spotify metadata and algorithmic predictions):

focusing on “connections between artists rather than individual songs or albums as a way of organizing the similarity relations on which the company’s taxonomies are based.” (Brackett 2016)

Maybe not the best idea!

Page 5: #genre

#genre and Spotify1. #genre:

1. total interactions, groupings

2. genre-thinking or generic episteme

3. Experiential

2. Focus on:1. Combination of genre tags

2. Clusters of related aritsts

Page 6: #genre

#genre: tagsTame Impala (2015) – “New Person, Same Old Mistakes”

Spotify’s labels for Tame Impala: australian alternative rock, indie pop, indie rock, indietronica, neo-psychedelic, and

psychedelic rock

Derived from listening habits and social media activities

Reflects common tactic:

Artist website: “Parker’s resultant record calls to mind contemporary hip hop production, Thriller, fried 70s funk, the irreverent playground Daft Punk presented on Discovery, swathes of future pop and emotional 80s balladry, all filtered through a thoroughly modern psychedelic third eye.”

Page 7: #genre

#genre: tagsTame Impala (2015) – “New Person, Same Old Mistakes”

Spotify’s labels for Tame Impala: australian alternative rock, indie pop, indie rock, indietronica, neo-psychedelic, and

psychedelic rock

style: “intra-musical”. Rockwell (2007): “manner of performance”

genre: “extra-musical”. Rockwell (2007): “wider cultural complex”

Page 8: #genre

#genre: tagsRihanna (2016) – “Same Ol’ Mistakes”

Spotify’s labels for Rihanna: “dance pop, pop, r&b, and urban contemporary.”

These labels aren’t good enough!

Page 9: #genre
Page 10: #genre

15

25

35

45

55

65

75

85

95

0 5 10 15 20 25

PO

PU

LAR

ITY

GENRE TAGS

Page 11: #genre

15.0

25.0

35.0

45.0

55.0

65.0

75.0

85.0

95.0

0.0 5.0 10.0 15.0 20.0 25.0

PO

PU

LAR

ITY

GENRE TAGS

RockPopRap

Page 12: #genre

#genre: tagsBorn (2014):

“I find productive Franco Moretti’s thinking about genre, notably his idea oftracing the movements of macro ‘textual populations’ – such that genreparticipates in the mobile organisation of a whole population of texts that‘continually deviate, innovate, branch out, flourish for a while, fail and areeclipsed’. This is particularly apt for periods like the present in which everymusical assemblage protends a slightly different future, a minor variation––adding up to mobile congeries, fields in flux.”

Page 13: #genre

#genre: related artist clusters combination of listener activity, social media activity

actual habits, not survey data

Page 14: #genre

• n = number of related artists (e.g., n = 3)• For later examples, n = 10

• First cluster size = (1 + n)

• Possible second cluster size = (1 + n + n2)

• Possible third cluster size = (1 + n + n2 + n3)

• More generally (c = cluster level):

𝑐=0

3

10𝑐

Cluster size method

Page 15: #genre

Cluster size method

Page 16: #genre

50 CentDr. Dre

Gucci Mane

Kanye

M.O.P.Rae SremmurdSnoop Dogg

Wu-Tang Clan

Bad Brains

Jimi Hendrix Lenny Kravitz

Little Richard

Bruno Mars

Michael Jackson

Bruce Springsteen

Buddy Holly

David Bowie

Radiohead

Talking Heads

Tame Impala

Ed Sheeran

Iggy Azalea

Alanis Morissette

Angel Olsen

Bikini Kill

Björk

Feist

Fiona Apple

Heart

Joan Baez

Joan Jett

Patti Smith PJ Harvey

Tina Turner

Adele

Rihanna

R² = 0.2478

10

30

50

70

90

110

130

150

170

25 35 45 55 65 75 85 95

TOTA

L G

ENR

ES

CLUSTER SIZE

Second Cluster all

Page 17: #genre

R² = 0.2478

10

30

50

70

90

110

130

150

170

25 35 45 55 65 75 85 95

TOTA

L G

ENR

ES

R² = 0.5393

R² = 0.3341

R² = 0.422

10

30

50

70

90

110

130

150

170

25 35 45 55 65 75 85 95

TOTA

L G

ENR

ES

CLUSTER SIZE

Second Cluster by Meta-genreRockPopRap

Page 18: #genre

What I’m working on:2) Genre in popular music

2pac

50 Cent

Big Daddy Kane

Danny Brown

Dr. Dre Drake

Earl Sweatshirt

Future

Gucci Mane

J Dilla

Jay ZKanye

Migos

NWA

Nas

Nelly

OutKast

Public Enemy

Snoop Dogg The Notorious B.I.G.

The Sugarhill Gang

Tyler the Creator

Will Smith

Wu-Tang Clan

Xzibit

Beastie Boys

Brother Ali

El-P

Eminem

G-Eazy

Lil Dicky

Mac Miller

Macklemore

Vanilla Ice

Angel Haze

Eve

Iggy Azalea

Kamaiyah

Kreayshawn

Lil Kim

Missy Elliott

Lauryn Hill'

Nicki Minaj'Queen Latifah'

Remy Ma'

Sophia Eris'

TLC

V-Nasty

20

40

60

80

100

120

0 50 100 150 200 250 300 350

3R

D C

LUST

ER G

ENR

ES

THIRD CLUSTER SIZE

Hip Hop White MaleFemaleBlack Male

Page 19: #genre

Towards some conclusions Hagstom-Miller (2010): 1880s–1920s, popular music develops a color line

“black and white performers [who had] regularly employed racialized sounds” slowly became expected to “embody [racialized sounds].”

Hyden (2013): “In 10 years, all pop music genre classificationswill be obsolete. … I’m sure there will still be “rock” music and“country” music and “rap” music in 2023. I just don’t thinkthere will be discernible musical differences between them. …The more you hear, the less genres matter.”

Perry (2014): “Genres are a crutch for incompetent musicwriters. What do such vague terms as Americana, metal (whichhas more subgenres than most of us have had hot dinners) orcountry mean? Do any of those genres convey anything abouthow the music sounds? Not really.”

Page 20: #genre

Towards some conclusions James (2017):

“Claims to genre transcendence are credible when they are made by artists who, like [Taylor] Swift, appear free of any particular social identity. In order to sound post-genre, one has to seem post-identity. Beyoncé works all sorts of genres … but when the idea of her genre-transcendence is floated … most people still interpret her as operating somewhere within R&B, a black genre. … Only artists who inhabit the ‘non-black’ side of the post-identity colour line, artists who appear to have progressed past old-school white racism and love & theft, only they are legible as post-genre practitioners.”

Page 21: #genre

Towards some conclusions Genres are frequently adjectives or verbs to nouns (nominalization) “jazz,” “soul,” “rock ’n‘ roll,” “rap”

Now: all of these (and many more) become (re)adjectivized

Adjectives as weaponized descriptors

Page 22: #genre

spotifyforbrands.com/us/targeting/

Page 23: #genre

spotifyforbrands.com/us/targeting/

Page 24: #genre

Thank You! [email protected] – @tgj505

Selected Bibliography

Born, Georgina. 2014. “Time, the Social, the Material: For a Non-Teleological Analysis of Musical Genre.” In “Music and Genre: New Directions.” McGill University, Montreal.

Brackett, David. 2016. Categorizing Sound: Genre and Twentieth-Century Popular Music. Berkeley: University of California Press.

Butler, Judith. 1988. “Performative Acts and Gender Constitution: An Essay in Phenomenology and Feminist Theory.” Theatre Journal40 (4): 519–31.

Hagstrom Miller, Karl. 2010. Segregating Sound: Inventing Folk and Pop Music in the Age of Jim Crow. Durham: Duke University Press.

Hyden, Steven. 2013. “One Direction Should Not Be Ignored.” Grantland. November 26. http://grantland.com/features/one-direction-midnight-memories-review-end-genre/.

James, Robin. 2017. “Is the Post- in Post-Identity the Post- in Post-Genre?” Popular Music 36 (1): 21–32.

Lizardo, Omar, and Sara Skiles. 2015. “Musical Taste and Patterns of Symbolic Exclusion in the United States 1993–2012: Generational Dynamics of Differentiation and Continuity.” Poetics 53: 9–21.

Perry, Claudia. 2014. “Why Genres Don’t Matter.” Medium. September 23. https://medium.com/@ClaudiaPerryInk/why-genres-dont-matter-dd4bf0253e4#.ekygwdji1.

Rockwell, Joti. 2007. “Drive, Lonesomeness, and the Genre of Bluegrass Music.” PhD Dissertation, Chicago: University of Chicago.

Rosch, Eleanor. 1978. Cognition and Categorization. New York: Halsted Press.