Polish MFA dictionary v2.0.0#
@techreport{mfa_polish_mfa_dictionary_2022,
author={McAuliffe, Michael and Sonderegger, Morgan},
title={Polish MFA dictionary v2.0.0},
address={\url{https://mfa-models.readthedocs.io/pronunciation dictionary/Polish/Polish MFA dictionary v2_0_0.html}},
year={2022},
month={Mar},
}
G2P models Acoustic models |
Installation#
Install from the MFA command line:
mfa model download dictionary polish_mfa
Or download from the release page.
The dictionary available from the release page and command line installation has pronunciation and silence probabilities estimated as part acoustic model training (see Silence probability format and training pronunciation probabilities for more information. If you would like to use the version of this dictionary without probabilities, please see the plain dictionary.
Intended use#
This dictionary is intended for forced alignment of Polish transcripts.
This dictionary uses the MFA phone set for Polish, and was used in training the Polish MFA acoustic model. Pronunciations can be added on top of the dictionary, as long as no additional phones are introduced.
Performance Factors#
When trying to get better alignment accuracy, adding pronunciations is generally helpful, especially for different styles and dialects. The most impactful improvements will generally be seen when adding reduced variants that involve deleting segments/syllables common in spontaneous speech. Alignment must include all phones specified in the pronunciation of a word, and each phone has a minimum duration (by default 10ms). If a speaker pronounces a multisyllabic word with just a single syllable, it can be hard for MFA to fit all the segments in, so it will lead to alignment errors on adjacent words as well.
Ethical considerations#
Deploying any Speech-to-Text model into any production setting has ethical implications. You should consider these implications before use.
Demographic Bias#
You should assume every machine learning model has demographic bias unless proven otherwise. For pronunciation dictionaries, it is often the case that transcription accuracy and lexicon coverage for the prestige variety modeled in this dictionary compared to other variants. If you are using this dictionary in production, you should acknowledge this as a potential issue.
IPA Charts#
Consonants#
Obstruent symbols to the left of are unvoiced and those to the right are voiced.
Manner |
Labial |
Labiodental |
Dental |
Alveolar |
Retroflex |
Palatal |
Velar |
Glottal |
---|---|---|---|---|---|---|---|---|
Nasal |
Occurrences: 28,995 Examples: * szmat: [ʂ m a t̪] * łbem: [w b ɛ m] * maea: [m a ɛ a] * igłom: [i ɡ w ɔ m] Occurrences: 8,485 Examples: * mimi: [mʲ i mʲ i] * eminę: [ɛ mʲ i n̪ ɛ] * miętą: [mʲ ɛ n̪ t̪ ɔ̃] * gzami: [ɡ z̪ a mʲ i] |
Occurrences: 46,564 Examples: * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * pcion: [p tɕ ɔ n̪] * dęty: [d̪ ɛ n̪ t̪ ɨ] * kąty: [k ɔ n̪ t̪ ɨ] |
Occurrences: 24,267 Examples: * opiąć: [ɔ pʲ ɔ ɲ tɕ] * bzdoń: [b z̪ d̪ ɔ ɲ] * greń: [ɡ r ɛ ɲ] * boguń: [b ɔ ɡ u ɲ] |
Occurrences: 1,834 Examples: * sąg: [s̪ ɔ ŋ k] * pęgal: [p ɛ ŋ ɡ a l] * okrąg: [ɔ k r ɔ ŋ k] * osęk: [ɔ s̪ ɛ ŋ k] |
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Stop |
Occurrences: 30,722 Examples: * ropo: [r ɔ p ɔ] * pcion: [p tɕ ɔ n̪] * pop: [p ɔ p] * paś: [p a ɕ] Occurrences: 14,278 Examples: * łbem: [w b ɛ m] * brud: [b r u t̪] * bez: [b ɛ s̪] * bór: [b u r] |
Occurrences: 37,628 Examples: * szmat: [ʂ m a t̪] * elekt: [ɛ l ɛ k t̪] * brud: [b r u t̪] * sito: [ɕ i t̪ ɔ] Occurrences: 20,792 Examples: * jadów: [j a d̪ u f] * hardy: [x a r d̪ ɨ] * wydać: [v ɨ d̪ a tɕ] * pajda: [p a j d̪ a] |
Occurrences: 8,560 Examples: * osoki: [ɔ s̪ ɔ c i] * babki: [b a p c i] * kiego: [c ɛ ɡ ɔ] * lalki: [l a l c i] Occurrences: 1,500 Examples: * gira: [ɟ i r a] * ligi: [ʎ i ɟ i] * giś: [ɟ i ɕ] * ongi: [ɔ n̪ ɟ i] |
Occurrences: 35,811 Examples: * rock: [r ɔ k] * elekt: [ɛ l ɛ k t̪] * skłot: [s̪ k w ɔ t̪] * kąty: [k ɔ n̪ t̪ ɨ] Occurrences: 15,373 Examples: * sroga: [s̪ r ɔ ɡ a] * igłom: [i ɡ w ɔ m] * gałaś: [ɡ a w a ɕ] * growi: [ɡ r ɔ vʲ i] |
Occurrences: 114 Examples: * green: [ɡ r ɛ ʔ ɛ n̪] * osp: [ɔ ʔ ɛ s̪ p ɛ] * zoo: [z̪ ɔ ʔ ɔ] * moody: [m ɔ ʔ ɔ d̪ ɨ] |
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Affricate |
Occurrences: 16,058 Examples: * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * octem: [ɔ t̪s̪ t̪ ɛ m] * oceną: [ɔ t̪s̪ ɛ n̪ ɔ̃] * osoce: [ɔ s̪ ɔ t̪s̪ ɛ] Occurrences: 1,750 Examples: * idze: [i d̪z̪ ɛ] * widzą: [vʲ i d̪z̪ ɔ̃] * wodzu: [v ɔ d̪z̪ u] * nędzę: [n̪ ɛ n̪ d̪z̪ ɛ] |
Occurrences: 14,464 Examples: * pcion: [p tɕ ɔ n̪] * wydać: [v ɨ d̪ a tɕ] * opiąć: [ɔ pʲ ɔ ɲ tɕ] * wrzuć: [v ʐ u tɕ] Occurrences: 4,008 Examples: * dźbik: [dʑ bʲ i k] * dział: [dʑ a w] * dzicy: [dʑ i t̪s̪ ɨ] * nudzi: [n̪ u dʑ i] |
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Sibilant |
Occurrences: 34,500 Examples: * sroga: [s̪ r ɔ ɡ a] * lasso: [l a s̪ ɔ] * łóz: [w u s̪] * skłot: [s̪ k w ɔ t̪] Occurrences: 18,094 Examples: * pzł: [p ɛ z̪ ɛ t̪ ɛ w] * zrobi: [z̪ r ɔ bʲ i] * zgłoś: [z̪ ɡ w ɔ ɕ] * zdołu: [z̪ d̪ ɔ w u] |
Occurrences: 18,606 Examples: * szmat: [ʂ m a t̪] * piszę: [pʲ i ʂ ɛ] * show: [ʂ ɔ f] * uszły: [u ʂ w ɨ] Occurrences: 10,361 Examples: * uraża: [u r a ʐ a] * drzew: [d̪ ʐ ɛ f] * żyłam: [ʐ ɨ w a m] * duży: [d̪ u ʐ ɨ] |
Occurrences: 11,665 Examples: * paś: [p a ɕ] * sito: [ɕ i t̪ ɔ] * gałaś: [ɡ a w a ɕ] * siał: [ɕ a w] Occurrences: 1,826 Examples: * zimną: [ʑ i m n̪ ɔ̃] * zimno: [ʑ i m n̪ ɔ] * jazi: [j a ʑ i] * zieja: [ʑ ɛ j a] |
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Fricative |
Occurrences: 11,595 Examples: * jadów: [j a d̪ u f] * wse: [f s̪ ɛ] * drzew: [d̪ ʐ ɛ f] * show: [ʂ ɔ f] Occurrences: 2,456 Examples: * fioł: [fʲ ɔ w] * filc: [fʲ i l t̪s̪] * kofi: [k ɔ fʲ i] * firm: [fʲ i r m] Occurrences: 27,062 Examples: * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * wyła: [v ɨ w a] * wydać: [v ɨ d̪ a tɕ] * iwę: [i v ɛ] Occurrences: 11,381 Examples: * growi: [ɡ r ɔ vʲ i] * kawie: [k a vʲ ɛ] * widmo: [vʲ i d̪ m ɔ] * widzą: [vʲ i d̪z̪ ɔ̃] |
Occurrences: 629 Examples: * hindi: [ç i n̪ d̪ i] * tchir: [t̪ ç i r] * hil: [ç i l] * hip: [ç i p] |
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Approximant |
Occurrences: 25,779 Examples: * wyła: [v ɨ w a] * łbem: [w b ɛ m] * igłom: [i ɡ w ɔ m] * łóz: [w u s̪] |
Occurrences: 23,386 Examples: * jadów: [j a d̪ u f] * pajda: [p a j d̪ a] * jue: [j u] * line: [l a j n̪] Occurrences: 1,609 Examples: * mińsk: [mʲ i j̃ s̪ k] * tańsi: [t̪ a j̃ ɕ i] * pińsk: [pʲ i j̃ s̪ k] |
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Trill |
Occurrences: 42,935 Examples: * czar: [tʂ a r] * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * ropo: [r ɔ p ɔ] * sroga: [s̪ r ɔ ɡ a] Occurrences: 845 Examples: * erika: [ɛ rʲ i k a] * frita: [f rʲ i t̪ a] * strit: [s̪ t̪ rʲ i t̪] * drink: [d̪ rʲ i n̪ k] |
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Lateral |
Occurrences: 19,611 Examples: * lasso: [l a s̪ ɔ] * elekt: [ɛ l ɛ k t̪] * tarle: [t̪ a r l ɛ] * kulon: [k u l ɔ n̪] |
Occurrences: 7,801 Examples: * kulig: [k u ʎ i k] * ligi: [ʎ i ɟ i] * palić: [p a ʎ i tɕ] * lisku: [ʎ i s̪ k u] |
Vowels#
Vowel symbols to the left of are unrounded and those to the right are rounded.
Oral Vowels#
Front |
Near-Front |
Central |
Near-Back |
Back |
|
---|---|---|---|---|---|
Close |
Occurrences: 45,936 Examples: * sito: [ɕ i t̪ ɔ] * igłom: [i ɡ w ɔ m] * idze: [i d̪z̪ ɛ] * piszę: [pʲ i ʂ ɛ] |
Occurrences: 46,173 Examples: * wyła: [v ɨ w a] * hardy: [x a r d̪ ɨ] * wydać: [v ɨ d̪ a tɕ] * dęty: [d̪ ɛ n̪ t̪ ɨ] |
Occurrences: 34,225 Examples: * jadów: [j a d̪ u f] * uraża: [u r a ʐ a] * brud: [b r u t̪] * łóz: [w u s̪] |
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Close-Mid |
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Open-Mid |
Occurrences: 87,554 Examples: * łbem: [w b ɛ m] * elekt: [ɛ l ɛ k t̪] * maea: [m a ɛ a] * idze: [i d̪z̪ ɛ] |
Occurrences: 90,227 Examples: * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * ropo: [r ɔ p ɔ] * sroga: [s̪ r ɔ ɡ a] * pcion: [p tɕ ɔ n̪] |
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Open |
Occurrences: 109,699 Examples: * czar: [tʂ a r] * jadów: [j a d̪ u f] * sroga: [s̪ r ɔ ɡ a] * uraża: [u r a ʐ a] |
Nasal Vowels#
Front |
Near-Front |
Central |
Near-Back |
Back |
|
---|---|---|---|---|---|
Close |
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Close-Mid |
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Open-Mid |
Occurrences: 1,176 Examples: * gałęź: [ɡ a w ɛ̃ ɕ] * pęz: [p ɛ̃ s̪] * zakęś: [z̪ a k ɛ̃ ɕ] * pięch: [pʲ ɛ̃ x] |
Occurrences: 7,213 Examples: * wrącą: [v r ɔ n̪ t̪s̪ ɔ̃] * ladą: [l a d̪ ɔ̃] * oceną: [ɔ t̪s̪ ɛ n̪ ɔ̃] * rurą: [r u r ɔ̃] |
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Open |