Datasets:

Namecoach
/

netjets-hedb-conf-phonetic-ipa-eval

Capitalized Name stringlengths 1 15	Final Phonetic stringlengths 2 26	Mapped IPA stringlengths 2 23	n_total_ int64 1 102	perc float64 0.01 1
Aaron	AIR-in	ˈɛəɹ.in	47	1
Aaronson	AIR-in-sin	ˈɛəɹ.in.sin	6	0.833333
Aaronson	AIR-en-sen	ˈɛəɹ.en.sen	6	0.166667
Abad	uh-BAHD	ʌ.ˈbɑd	25	0.6
Abad	ah-BAH(D)	ɑ.ˈbɑ	25	0.2
Abad	uh-BAD	ʌ.ˈbæd	25	0.12
Abad	AY-ba(d)	ˈeɪ.bæ	25	0.04
Abad	uh-BAH(D)	ʌ.ˈbɑ	25	0.04
Abadi	uh-BAW-dee	ʌ.ˈbɔ.di	6	0.666667
Abadi	AH-bah-dee	ˈɑ.bɑ.di	6	0.166667
Abadi	ah-BAH-dee	ɑ.ˈbɑ.di	6	0.166667
Abascal	a-buh-SKAHL	æ.bʌ.ˈskɑl	1	1
Abbas	uh-BAHS	ʌ.ˈbɑs	45	0.8
Abbas	A-bis	ˈæ.bis	45	0.088889
Abbas	ah-BAHS	ɑ.ˈbɑs	45	0.066667
Abbas	ah-BUUS	ɑ.ˈbʊs	45	0.022222
Abbas	i-BAWS	i.ˈbɔs	45	0.022222
Abbaszadeh	a-buh-SAH-de	æ.bʌ.ˈsɑ.de	3	0.333333
Abbaszadeh	ah-BUH-suh-de	ɑ.ˈbʌ.sʌ.de	3	0.333333
Abbaszadeh	ah-bahs-ZAH-day	ɑ.bɑs.ˈzɑ.deɪ	3	0.333333
Abbate	uh-BAH-tay	ʌ.ˈbɑ.teɪ	9	0.666667
Abbate	uh-BAH-dee	ʌ.ˈbɑ.di	9	0.111111
Abbate	uh-BAW-tay	ʌ.ˈbɔ.teɪ	9	0.111111
Abbate	uh-BAYT	ʌ.ˈbeɪt	9	0.111111
Abbey	A-bee	ˈæ.bi	47	0.978723
Abbey	ah-BEE	ɑ.ˈbi	47	0.021277
Abbot	A-bi(t)	ˈæ.bi	4	1
Abboud	uh-BEWD	ʌ.ˈbuːd	14	0.857143
Abboud	ah-BOOD	ɑ.ˈbud	14	0.071429
Abboud	uh-BOOD	ʌ.ˈbud	14	0.071429
Abdel	ab-DEL	æb.ˈdel	4	1
Abdullah	ab-DOO-luh	æb.ˈdu.lʌ	44	0.204545
Abdullah	ab-DE-luh	æb.ˈde.lʌ	44	0.159091
Abdullah	ahb-DUU-lah	ɑb.ˈdʊ.lɑ	44	0.159091
Abdullah	ahb-DOO-luh	ɑb.ˈdu.lʌ	44	0.136364
Abdullah	ab-DI-luh	æb.ˈdi.lʌ	44	0.090909
Abdullah	ab-DUU-lah	æb.ˈdʊ.lɑ	44	0.045455
Abdullah	ahb-DI-luh	ɑb.ˈdi.lʌ	44	0.045455
Abdullah	AHB-di-lah	ˈɑb.di.lɑ	44	0.022727
Abdullah	AHB-di-luh	ˈɑb.di.lʌ	44	0.022727
Abdullah	AHB-doo-luh	ˈɑb.du.lʌ	44	0.022727
Abdullah	ab-DUH-luh	æb.ˈdʌ.lʌ	44	0.022727
Abdullah	ahb-DUH-luh	ɑb.ˈdʌ.lʌ	44	0.022727
Abdullah	uhb-DOO-luh	ʌb.ˈdu.lʌ	44	0.022727
Abdullah	uhb-DUH-luh	ʌb.ˈdʌ.lʌ	44	0.022727
Abe	AH-bay	ˈɑ.beɪ	31	0.548387
Abe	AYB	ˈeɪb	31	0.387097
Abe	AH-bee	ˈɑ.bi	31	0.064516
Abegglen	ah-BE-glin	ɑ.ˈbe.glin	1	1
Abel	AY-b(uh)l	ˈeɪ.bl	46	0.76087
Abel	ah-BEL	ɑ.ˈbel	46	0.086957
Abel	AY-buul	ˈeɪ.bʊl	46	0.065217
Abel	AH-bel	ˈɑ.bel	46	0.043478
Abel	AY-bool	ˈeɪ.bul	46	0.043478
Abele	AY-buh-lee	ˈeɪ.bʌ.li	7	0.571429
Abele	AH-blay	ˈɑ.bleɪ	7	0.142857
Abele	AH-buh-lee	ˈɑ.bʌ.li	7	0.142857
Abele	AY-buhl	ˈeɪ.bʌl	7	0.142857
Abelson	AY-buhl-sin	ˈeɪ.bʌl.sin	8	1
Abercrombie	A-ber-KRAHM-bee	ˈæ.bɚ.ˈkɹɑm.bi	10	0.8
Abercrombie	A-ber-KRUHM-bee	ˈæ.bɚ.ˈkɹʌm.bi	10	0.2
Aberg	AY-berg	ˈeɪ.bɚg	2	1
Aberle	AY-ber-lee	ˈeɪ.bɚ.li	4	0.75
Aberle	A-ber-lee	ˈæ.bɚ.li	4	0.25
Abernathy	A-ber-NA-thee	ˈæ.bɚ.ˈnæ.θi	26	0.884615
Abernathy	A-ber-NAH-thee	ˈæ.bɚ.ˈnɑ.θi	26	0.076923
Abernathy	AH-ber-NA-thee	ˈɑ.bɚ.ˈnæ.θi	26	0.038462
Abeyta	uh-BAY-duh	ʌ.ˈbeɪ.dʌ	7	0.571429
Abeyta	uh-BAY-tuh	ʌ.ˈbeɪ.tʌ	7	0.285714
Abeyta	ah-BAY-dah	ɑ.ˈbeɪ.dɑ	7	0.142857
Ables	AY-buhlz	ˈeɪ.bʌlz	5	1
Abner	AB-ner	ˈæb.nɚ	13	0.923077
Abner	ahb-NAIR	ɑb.ˈnɛəɹ	13	0.076923
Abney	AB-nee	ˈæb.ni	20	1
Aboodi	uh-BOO-dee	ʌ.ˈbu.di	3	1
Aboud	ah-BOOD	ɑ.ˈbud	4	0.75
Aboud	ah-BOODH	ɑ.ˈbuð	4	0.25
Abraham	AY-bruh-ham	ˈeɪ.bɹʌ.hæm	45	0.955556
Abraham	AH-bruh-ham	ˈɑ.bɹʌ.hæm	45	0.022222
Abraham	AY-bruh-hahm	ˈeɪ.bɹʌ.hɑm	45	0.022222
Abrahams	AY-bruh-hamz	ˈeɪ.bɹʌ.hæmz	12	0.666667
Abrahams	AY-bruhmz	ˈeɪ.bɹʌmz	12	0.25
Abrahams	AY-ber-hamz	ˈeɪ.bɚ.hæmz	12	0.083333
Abrahamsen	AY-bruh-HAM-sin	ˈeɪ.bɹʌ.ˈhæm.sin	7	1
Abramovich	ah-bruh-MOH-vich	ɑ.bɹʌ.ˈmoʊ.vit͡ʃ	2	0.5
Abramovich	uh-BRAH-muh-vich	ʌ.ˈbɹɑ.mʌ.vit͡ʃ	2	0.5
Abramowitz	uh-BRAH-muh-wits	ʌ.ˈbɹɑ.mʌ.wits	6	1
Abrams	AY-brimz	ˈeɪ.bɹimz	48	1
Abrego	uh-BRAY-goh	ʌ.ˈbɹeɪ.goʊ	17	0.470588
Abrego	ah-BRAY-goh	ɑ.ˈbɹeɪ.goʊ	17	0.235294
Abrego	AH-bre-goh	ˈɑ.bɹe.goʊ	17	0.176471
Abrego	uh-BRE-goh	ʌ.ˈbɹe.goʊ	17	0.117647
Abreu	uh-BRAY-ew	ʌ.ˈbɹeɪ.uː	44	0.363636
Abreu	uh-BREW	ʌ.ˈbɹuː	44	0.318182
Abreu	ah-BRAY-oo	ɑ.ˈbɹeɪ.u	44	0.181818
Abreu	AY-brew	ˈeɪ.bɹuː	44	0.045455
Abreu	ah-BRAY-oh	ɑ.ˈbɹeɪ.oʊ	44	0.045455
Abreu	ah-BREE-oo	ɑ.ˈbɹi.u	44	0.022727
Abreu	ah-BREW	ɑ.ˈbɹuː	44	0.022727
Abruzzo	uh-BREW-zoh	ʌ.ˈbɹuː.zoʊ	1	1

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NetJets HEDB phonetic IPA evaluation

This dataset contains observed pronunciation alternatives for capitalized names from the HEDB_Conf sheet of the NetJets post-processing workbook. Each row is one unique Capitalized Name + Final Phonetic pair. The dataset is suitable for evaluating a model that returns a ranked list of pronunciation alternatives with confidence/frequency scores.

Columns

Capitalized Name: written name supplied to the model.
Final Phonetic: observed NameCoach external phonetic spelling.
Mapped IPA: deterministic IPA rendering of Final Phonetic.
n_total_: total retained exemplar count for that capitalized name.
perc: frequency fraction for this pronunciation within that name. Values are fractions in [0, 1]; multiply by 100 for a display percentage.

Construction

The source contained 38,370 rows. Five rows without a usable name or n_exem count were excluded. Exact duplicate name/phonetic pairs were collapsed by summing n_exem; perc was then recomputed as the pair count divided by the retained count for that name. This preserves usable exemplar counts and avoids emitting the same alternative multiple times.

The source workbook SHA-256 is e7f3edb63c29898fcf2914dc97c3760d44b55f2166a7d4600448c5b546cc1728.

IPA mapping provenance

The requested mapping reference was https://github.com/namecoach-org/phonetic_vcs. The GitHub API request made with the supplied token returned 401 Bad credentials, so the mapping was verified against the deployed Phonetic VCS runtime at https://phoneticvcs.netlify.app/assets/index-M4tajt3t.js. The table, stress handling, hyphen tokenization, parenthetical omission, and y heuristic were implemented from that runtime.

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