metadata

license: cc-by-nc-4.0
tags:
  - mms
  - vits

Massively Multilingual Speech (MMS) : Text-to-Speech Models

This repository contains a collection of text-to-speech (TTS) models, offering support for over 1000 languages. These models are part of Facebook's Massively Multilingual Speech project, aiming to provide speech technology across a diverse range of languages.

Usage

For detailed instructions on utilizing the models, please refer to the fairseq docs. Additionally, you can explore the models on MMS Space available on HuggingFace.

Supported Languages

This model supports 1107 languages. Unclick the following to toogle all supported languages of this checkpoint in ISO 639-3 code. You can find more details about the languages and their ISO 649-3 codes in the MMS Language Coverage Overview.

Click to toggle

abi
ace
aca
acn
acr
ach
acu
guq
ade
adj
agd
agx
agn
aha
aka
knj
ake
aeu
ahk
bss
alj
sqi
alt
alp
alz
kab
amk
mmg
amh
ami
azg
agg
boj
cko
any
arl
ara
atq
luc
hyw
apr
aia
msy
cni
cjo
cpu
cpb
asm
asa
teo
ati
djk
ava
avn
avu
awb
kwi
awa
agr
agu
ayr
ayo
abp
blx
sgb
azj-script_cyrillic
azj-script_latin
azb
bba
bhz
bvc
bfy
bgq
bdq
bdh
bqi
bjw
blz
ban
bcc-script_latin
bcc-script_arabic
bam
ptu
bcw
bqj
bno
bbb
bfa
bjz
bak
eus
bsq
akb
btd
btx
bts
bbc
bvz
bjv
bep
bkv
bzj
bem
bng
ben
bom
btt
bha
bgw
bht
beh
sne
ubl
bcl
bim
bkd
bjr
bfo
biv
bib
bis
bzi
bqp
bpr
bps
bwq
bdv
bqc
bus
bnp
bmq
bdg
boa
ksr
bor
bru
box
bzh
bgt
sab
bul
bwu
bmv
mya
tte
cjp
cbv
kaq
cot
cbc
car
cat
ceb
cme
cbi
ceg
cly
cya
che
hne
nya
dig
dug
bgr
cek
cfm
cnh
hlt
mwq
ctd
tcz
zyp
cco
cnl
cle
chz
cpa
cso
cnt
cuc
hak
nan
xnj
cap
cax
ctg
ctu
chf
cce
crt
crq
cac-dialect_sansebastiáncoatán
cac-dialect_sanmateoixtatán
ckt
ncu
cdj
chv
caa
asg
con
crn
cok
crk-script_latin
crk-script_syllabics
crh
cui
dsh
dbq
dga
dgi
dgk
dnj-dialect_gweetaawueast
dnj-dialect_blowowest
daa
dnt
dnw
dar
tcc
dwr
ded
mzw
ntr
ddn
des
dso
nfa
dhi
gud
did
mhu
dip
dik
tbz
dts
dos
dgo
mvp
nld
jen
dzo
idd
eka
cto
emp
eng
enx
sja
myv
mcq
ese
evn
eza
fal
fao
far
fij
fin
fon
frd
fra
ful
flr
gau
gbk
gag-script_cyrillic
gag-script_latin
gbi
gmv
lug
pwg
gbm
cab
grt
krs
gso
nlg
gej
deu
gri
kik
acd
glk
gof-script_latin
gog
gkn
wsg
gjn
gqr
gor
gux
gbo
ell
grc
guh
gub
grn
gyr
guo
gde
guj
gvl
guk
rub
dah
gwr
gwi
hat
hlb
amf
hag
hnn
bgc
had
hau
hwc
hvn
hay
xed
heb
heh
hil
hin
hif
hns
hoc
hoy
hus-dialect_westernpotosino
hus-dialect_centralveracruz
huv
hui
hun
hap
iba
isl
dbj
ifa
ifb
ifu
ifk
ife
ign
ikk
iqw
ilb
ilo
imo
ind
inb
ipi
irk
icr
itv
itl
atg
ixl-dialect_sanjuancotzal
ixl-dialect_sangasparchajul
ixl-dialect_santamarianebaj
nca
izr
izz
jac
jam
jav
jvn
kac
dyo
csk
adh
jun
jbu
dyu
bex
juy
gna
urb
kbp
cwa
dtp
kbr
cgc
kki
kzf
lew
cbr
kkj
keo
kqe
kak
kyb
knb
kmd
kml
ify
xal
kbq
kay
ktb
hig
gam
cbu
xnr
kmu
kne
kan
kby
pam
cak-dialect_santamaríadejesús
cak-dialect_southcentral
cak-dialect_yepocapa
cak-dialect_western
cak-dialect_santodomingoxenacoj
cak-dialect_central
xrb
krc
kaa
krl
pww
xsm
cbs
pss
kxf
kyz
kyu
txu
kaz
ndp
kbo
kyq
ken
ker
xte
kyg
kjh
kca
khm
kxm
kjg
nyf
kij
kia
kqr
kqp
krj
zga
kin
pkb
geb
gil
kje
kss
thk
klu
kyo
kog
kfb
kpv
bbo
xon
kma
kno
kxc
ozm
kqy
kor
coe
kpq
kpy
kyf
kff-script_telugu
kri
rop
ktj
ted
krr
kdt
kez
cul
kle
kdi
kue
kum
kvn
cuk
kdn
xuo
key
kpz
knk
kmr-script_latin
kmr-script_arabic
kmr-script_cyrillic
xua
kru
kus
kub
kdc
kxv
blh
cwt
kwd
tnk
kwf
cwe
kyc
tye
kir
quc-dialect_north
quc-dialect_east
quc-dialect_central
lac
lsi
lbj
lhu
las
lam
lns
ljp
laj
lao
lat
lav
law
lcp
lzz
lln
lef
acf
lww
mhx
eip
lia
lif
onb
lis
loq
lob
yaz
lok
llg
ycl
lom
ngl
lon
lex
lgg
ruf
dop
lnd
ndy
lwo
lee
mev
mfz
jmc
myy
mbc
mda
mad
mag
ayz
mai
mca
mcp
mak
vmw
mgh
kde
mlg
zlm
pse
mkn
xmm
mal
xdy
div
mdy
mup
mam-dialect_central
mam-dialect_northern
mam-dialect_southern
mam-dialect_western
mqj
mcu
mzk
maw
mjl
mnk
mge
mbh
knf
mjv
mbt
obo
mbb
mzj
sjm
mrw
mar
mpg
mhr
enb
mah
myx
klv
mfh
met
mcb
mop
yua
mfy
maz
vmy
maq
mzi
maj
maa-dialect_sanantonio
maa-dialect_sanjerónimo
mhy
mhi
zmz
myb
gai
mqb
mbu
med
men
mee
mwv
meq
zim
mgo
mej
mpp
min
gum
mpx
mco
mxq
pxm
mto
mim
xta
mbz
mip
mib
miy
mih
miz
xtd
mxt
xtm
mxv
xtn
mie
mil
mio
mdv
mza
mit
mxb
mpm
soy
cmo-script_latin
cmo-script_khmer
mfq
old
mfk
mif
mkl
mox
myl
mqf
mnw
mon
mog
mfe
mor
mqn
mgd
mtj
cmr
mtd
bmr
moz
mzm
mnb
mnf
unr
fmu
mur
tih
muv
muy
sur
moa
wmw
tnr
miq
mos
muh
nas
mbj
nfr
kfw
nst
nag
nch
nhe
ngu
azz
nhx
ncl
nhy
ncj
nsu
npl
nuz
nhw
nhi
nlc
nab
gld
nnb
npy
pbb
ntm
nmz
naw
nxq
ndj
ndz
ndv
new
nij
sba
gng
nga
nnq
ngp
gym
kdj
nia
nim
nin
nko
nog
lem
not
nhu
bud
nus
yas
nnw
nwb
nyy
nyn
rim
lid
nuj
nyo
nzi
ann
ory
ojb-script_latin
ojb-script_syllabics
oku
bsc
bdu
orm
ury
oss
ote
otq
stn
sig
kfx
bfz
sey
pao
pau
pce
plw
pmf
pag
pap
prf
pab
pbi
pbc
pad
ata
pez
peg
fas
pcm
pis
pny
pir
pjt
poy
pol
pps
pls
poi
poh-dialect_eastern
poh-dialect_western
por
prt
pui
pan
tsz
suv
lme
quy
qvc
quz
qve
qub
qvh
qwh
qvw
quf
qvm
qul
qvn
qxn
qxh
qvs
quh
qxo
qxr
qvo
qvz
qxl
quw
kjb
kek
rah
rjs
rai
lje
rnl
rkt
rap
yea
raw
rej
rel
ril
iri
rgu
rhg
rmc-script_latin
rmc-script_cyrillic
rmo
rmy-script_latin
rmy-script_cyrillic
ron
rol
cla
rng
rug
run
rus
lsm
spy
sck
saj
sch
sml
xsb
sbl
saq
sbd
smo
rav
sxn
sag
sbp
xsu
srm
sas
apb
sgw
tvw
lip
slu
snw
sea
sza
seh
crs
ksb
shn
sho
mcd
cbt
xsr
shk
shp
sna
cjs
jiv
snp
sya
sid
snn
sri
srx
sil
sld
akp
xog
som
bmu
khq
ses
mnx
spa
srn
sxb
suc
tgo
suk
sun
suz
sgj
sus
swh
swe
syl
dyi
myk
spp
tap
tby
tna
shi
klw
tgl
tbk
tgj
blt
tbg
omw
tgk
tdj
tbc
tlj
tly
ttq-script_tifinagh
taj
taq
tam
tpm
tgp
tnn
tac
rif-script_latin
rif-script_arabic
tat
tav
twb
tbl
kps
twe
ttc
tel
kdh
tes
tex
tee
tpp
tpt
stp
tfr
twu
ter
tew
tha
nod
thl
tem
adx
bod
khg
tca
tir
txq
tik
dgr
tob
tmf
tng
tlb
ood
tpi
jic
lbw
txa
tom
toh
tnt
sda
tcs
toc
tos
neb
trn
trs
trc
tri
cof
tkr
kdl
cas
tso
tuo
iou
tmc
tuf
tur
tuk-script_latin
tuk-script_arabic
bov
tue
kcg
tzh-dialect_bachajón
tzh-dialect_tenejapa
tzo-dialect_chenalhó
tzo-dialect_chamula
tzj-dialect_western
tzj-dialect_eastern
aoz
udm
udu
ukr
ppk
ubu
urk
ura
urt
urd-script_devanagari
urd-script_arabic
urd-script_latin
upv
usp
uig-script_arabic
uig-script_cyrillic
uzb-script_cyrillic
vag
bav
vid
vie
vif
vun
vut
prk
wwa
rro
bao
waw
lgl
wlx
cou
hub
gvc
mfi
wap
wba
war
way
guc
cym
kvw
tnp
hto
huu
wal-script_latin
wal-script_ethiopic
wlo
noa
wob
kao
xer
yad
yka
sah
yba
yli
nlk
yal
yam
yat
jmd
tao
yaa
ame
guu
yao
yre
yva
ybb
pib
byr
pil
yor
ycn
ess
yuz
atb
zne
zaq
zpo
zad
zpc
zca
zpg
zai
zpl
zam
zaw
zpm
zac
zao
ztq
zar
zpt
zpi
zas
zaa
zpz
zab
zpu
zae
zty
zav
zza
zyb
ziw
zos
gnd
ewe

Model details

Developed by: Vineel Pratap et al.
Model type: Text-to-speech model
Language(s): 1107 languages, see supported languages
License: CC-BY-NC 4.0 license

Cite as:

@article{pratap2023mms,
  title={Scaling Speech Technology to 1,000+ Languages},
  author={Vineel Pratap and Andros Tjandra and Bowen Shi and Paden Tomasello and Arun Babu and Sayani Kundu and Ali Elkahky and Zhaoheng Ni and Apoorv Vyas and Maryam Fazel-Zarandi and Alexei Baevski and Yossi Adi and Xiaohui Zhang and Wei-Ning Hsu and Alexis Conneau and Michael Auli},
journal={arXiv},
year={2023}
}