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@@ -2,6 +2,7 @@
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  license: mit
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  language:
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  - en
 
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  tags:
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  - g2p
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  - grapheme-to-phoneme
@@ -21,13 +22,15 @@ benchmarks. These are static test fixtures, not runtime model assets.
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  | File | Language | Entries | Description |
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  |------|----------|---------|--------------|
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  | `g2p/en_us/test.tsv` | English (US) | 5000 | Held-out word-IPA pairs for CER benchmarking |
 
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  | `g2p/kokoro_vocab.json` | n/a | 114 | Kokoro phoneme vocabulary (char → token ID) used by the normalizer correctness benchmark |
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  | `g2p/en_us/kokoro_normalizer_ref.tsv` | English (US) | 71 | Raw IPA → expected (`en_us`, Kokoro) normalized IPA + phoneme IDs, for `IpaNormalizer` regression testing |
 
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  ## Format
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- `g2p/en_us/test.tsv`: tab-separated, two columns, UTF-8, no header row, sorted
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- alphabetically:
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  ```
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  word<TAB>IPA
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  abandons əbˈændənz
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  ```
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- `g2p/en_us/kokoro_normalizer_ref.tsv`: tab-separated, three columns, UTF-8, no
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- header row:
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  ```
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  raw_ipa<TAB>expected_normalized_ipa<TAB>expected_phoneme_ids
@@ -66,6 +69,13 @@ Pronouncing Dictionary (https://github.com/cmusphinx/cmudict, BSD-style
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  license). These entries are held out and never seen by the G2P engine
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  during lexicon construction.
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  `g2p/kokoro_vocab.json` is copied verbatim from Moonshine Voice's
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  `core/moonshine-tts/data/kokoro/config.json` `vocab` object (114 entries;
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  the HuggingFace `onnx-community/Kokoro-82M-v1.0-ONNX` export used by Crane's
@@ -85,6 +95,22 @@ pairs and the vocab-filter/whitespace-collapse logic are simple enough that
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  this port only needs `str.replace`, `str.strip`, and Python's
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  `unicodedata.normalize("NFC", ...)`.
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  ## License
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  Both upstream sources use permissive, MIT-compatible licenses:
 
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  license: mit
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  language:
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  - en
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+ - de
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  tags:
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  - g2p
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  - grapheme-to-phoneme
 
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  | File | Language | Entries | Description |
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  |------|----------|---------|--------------|
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  | `g2p/en_us/test.tsv` | English (US) | 5000 | Held-out word-IPA pairs for CER benchmarking |
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+ | `g2p/de_de/test.tsv` | German | 5000 | Held-out word-IPA pairs for CER benchmarking |
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  | `g2p/kokoro_vocab.json` | n/a | 114 | Kokoro phoneme vocabulary (char → token ID) used by the normalizer correctness benchmark |
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  | `g2p/en_us/kokoro_normalizer_ref.tsv` | English (US) | 71 | Raw IPA → expected (`en_us`, Kokoro) normalized IPA + phoneme IDs, for `IpaNormalizer` regression testing |
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+ | `g2p/de_de/kokoro_normalizer_ref.tsv` | German | 32 | Raw IPA → expected (`de`, Kokoro) normalized IPA + phoneme IDs, for `IpaNormalizer` regression testing |
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  ## Format
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+ `g2p/en_us/test.tsv` and `g2p/de_de/test.tsv`: tab-separated, two columns,
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+ UTF-8, no header row, sorted alphabetically:
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  ```
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  word<TAB>IPA
 
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  abandons əbˈændənz
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  ```
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+ `g2p/en_us/kokoro_normalizer_ref.tsv` and `g2p/de_de/kokoro_normalizer_ref.tsv`:
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+ tab-separated, three columns, UTF-8, no header row:
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  ```
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  raw_ipa<TAB>expected_normalized_ipa<TAB>expected_phoneme_ids
 
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  license). These entries are held out and never seen by the G2P engine
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  during lexicon construction.
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+ `g2p/de_de/test.tsv` is a 5000-entry random sample (seed 42, no replacement,
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+ one pronunciation per word) from Moonshine Voice's German IPA lexicon
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+ (MIT-licensed multilingual IPA dictionary data), deduplicated to unique
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+ words before sampling since the source lexicon has multiple pronunciation
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+ rows for some words. These entries are held out and never seen by the G2P
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+ engine during lexicon construction.
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+
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  `g2p/kokoro_vocab.json` is copied verbatim from Moonshine Voice's
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  `core/moonshine-tts/data/kokoro/config.json` `vocab` object (114 entries;
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  the HuggingFace `onnx-community/Kokoro-82M-v1.0-ONNX` export used by Crane's
 
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  this port only needs `str.replace`, `str.strip`, and Python's
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  `unicodedata.normalize("NFC", ...)`.
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+ `g2p/de_de/kokoro_normalizer_ref.tsv` combines 6 realistic German lexicon
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+ entries sampled from `g2p/de_de/test.tsv` (single words plus one 2-word
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+ combination, chosen to exercise both plain lexicon passthrough and the
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+ affricate/geminate/`ʏ` replacements together with dropped combining
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+ diacritics) with 26 hand-crafted edge cases (each
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+ `DE_EXTRA_KOKORO_REPLACEMENTS` pair in isolation, shared
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+ affricate/diphthong passthrough under `"de"`, German phonemes with no
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+ replacement needed, syllabic-consonant and non-syllabic-offglide diacritic
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+ dropping, unknown-codepoint dropping, and whitespace handling). Expected
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+ output was hand-derived by applying
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+ `SHARED_KOKORO_REPLACEMENTS`/`DE_EXTRA_KOKORO_REPLACEMENTS` and the
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+ vocab-filter/whitespace-collapse algorithm against `g2p/kokoro_vocab.json`
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+ directly, then cross-checked by running the real `IpaNormalizer` and
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+ confirming an exact match — not authored by trusting `normalize()`'s own
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+ output as ground truth.
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+
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  ## License
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  Both upstream sources use permissive, MIT-compatible licenses: