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https://github.com/akx/new-noises

A char-rnn to generate new nonsensical genre names based on everynoise data
https://github.com/akx/new-noises

char-rnn genre keras lstm music random rnn

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A char-rnn to generate new nonsensical genre names based on everynoise data

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new-noises

==========



A char-rnn to generate



* new nonsensical genre names based on everynoise data.

* new IKEA product lines.



(It's more fun when it hasn't fully trained itself.)



Also an useful char-rnn template with full serialization/deserialization.



## Usage



### Training



* Prepare a dataset (or use `genres.txt` or `ikea.txt`)

* Run `python new_noises.py train --input-file=genres.txt --avoid-reality`.  

  (`--avoid-reality` ensures no items present in the original data are printed. You may leave it out.)

* Watch the output, copy-and-paste the most hilarious entries as you like.



### Sampling



* Once you have a .hdf5 file generated by training, you can reuse it with:  

  `python new_noises.py sample --model-file=genres.txt --avoid-reality`



## Genre Examples



```

abft indie ameriegaze hip hop

acgicary groove eddeo reggaetone

aid criac austro-indus

alternutin slassic ridanigian rock

ang poeerianc blues

aruvarion indoopesderndirl vexlthenga

asbiill italian comooe noise

asho

axoperusian pop brbhelrico brazilian folk pieduessetradaw lacichieale rock g rock

b-pop balbeyth

ballar pieari lit traicar freench rock

barlwr frenp baradous rock nutch

bass gergy

bassong dubstep

bassooo south

belgian alternative

blach world screatice german south aseji s becficesano tiwadotie

blues slassic idary draan hip hop vegmetbat blues

bog bill-house

bolkavantal ourmian pop

bravvian alternative

brazi

brit uzfoc

bul asmavation uregaze safrican vintage opshap

canadiaican pop atmedrtoblem dertoret

chinese scre folk filorn

classic hunguroogist luthartic rock bluess

classic loundo

classic vauncga rock loun romalc

classical breint nbind house

classical house

classical indie fienthituereglun h-metal jung-ke saxophoee tivintaa darksths deep deep

cone gerty bambica

cop livingae pop

country indonesian hop brzubl tomehd unian black metal

cruns trbonice tubretrach ital sladit

cumbia inise

dark metal blackanaga grave indonesian alt-rock

deep australian pop bat

deep classical brit ron cassen folk trb etet basso

deep hardullonupisman black indie

deep merma up beatgredit black metal chimakow loietrest-indie rock terroit folk

deep pop traditional jlzz orch

deep traditiondans

deep uk -co verntical classical susternative neo-dertaror vocal telground droish  

deep vedcoue

deoaway jazz

disco lisronic gambke tian spad c umbit death dusc flodert-break soul gaseallan pop jazz indlew ballima

droner -loullse

droshin rel psychop veatt hep jazz trance hip hop nawgrislen ingonesian folk ippop hyp dark canamen brit hastiol house

duftino hip hop wind o k uabanapueronick

edmeta ow vietarcoranian industrial stingu candica

electronclach darkusary organ coreegut kleint south ajhernatiwa south inohfint fucalt

ena fugian indie

fembaga merim

findish indian rock gazemear trdegueen trance

finnish rock chstic -pop

flamenrk brazi

fol sexay alternative rock

folk futupop crock hamder

fragertas yugungetal country greek

freet banver vietae

french indie pagan rock chilly ulbva

french metal kagno

french rock rock

french uetrzuecleds dark rock

frensesbits dee id elic

frentip lamui chinagieage jazz frengu dusch

fresiy house nswedise persian black metalan black metal chinese guetr

fuarufi bavgressimic islastoroui black metaloval

garoget pop

georgial colame-indie nu

german dark

girame lank music

glitchone

grevind swiss rock munscam

groik afrobeatr eris meame blues shaeao

groove indonesian ortino metalyne choure italian pop thio elde

groove pop suan aeuiid nordazinehyhail foldky classicsl nus

grouh deep grunglank

gzetrock

haed

hand trance daniver french rock deep tio builk finnisi pstroomico mercho ulman pop slas

house

hungarian progienn tepro

icelandic srostex pungaze brvtong bloek

indie finnish

indie ske sonis

indie thaish blacl rock argentine metal noovwate deep chstemp aemo maizilal deep folk aocelastian deep mublado

indise

indonesian tink tad

italian christian indie south ederdieande lou

italone

j-indietonica

jazz pirat puek

kanowa

kita bass xicantsian temrortad

kleja kwaatical goow music scustchrap adoky gospel swazald

loetghdendur billrug r-ki

ma avy techno canadian indie lu-fo classic death black metal uiclanes ikhauersian indie beatn soul furrtone

madeure choir harus

melodic brit lirad

merkiynerprooy brazilian black metal new ammbiyna punkargarroul

meum death metal ninuam

mexican hip hop mayapaic danish rockuteny jazz kwiray psychoitaviska hardcore

mexican indoa

minimal punk ballil

neo-pop jazz

nhortazeruvie elect

nhraw luass het flaim

nortroonan devthaustep kortam indie new intlaso punk azzrim blues csouis trad spance nooth vintage

nurcsma

odern rock

oshartwon filmootw pop leaw reggae jazz worshe-hop thras

pabaas

paruguiclese pop hoerspie alt rock

piekirtuita

pilosisma

pinos semporore jazz

pop

pornegrass ambient tohelo

proglevenkergipard rusgeldupsvenv

progressive pop pop

psyce

puk ka

rock classical dosphyle kotzardution

rokk baindibisgerad flow topo undarustes shimmer house blues deep purlent pop

roots perugioen folk

rootst noean rock pop pop ballan

rorm err

saxophonica

scustic pop classical bol

sekregity industrial

set dis

show

sianthara brazs

sinol italian steeman

slassical blues beagoricario esko

sleei prineass room

south afiltmanna

south african groove latine

south avzieraclantica deep psyco

southio metal

southorn indie musi

sugy grungr gaveral evdecn ornazporoftlb

swidame

swiss rap srap disco

tinrovampunk sausty meedde c cande

tract volisp

traditional

trance pop nho zoess sout htrap ritabt jazz indie disco  trens cumbia c

trissel dance death german indeash rock

urlanish rock

voral owerse ronal shimmae divew

voun rotmgr

waii austra hiepsylvat zamper fienish french metal

wave trochile

weuth astroci

wossheunsc

wurspuns swiss hip hop

xa

yarumbop ska orgam blues thin progtenarvard brounoum house

zolk m tuheska

```