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README.md

@@ -75,7 +75,7 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
 #### Details for thai_mfa dictionary and G2P model
 
 - **Source:** wikipron
-- **Orthography:** Latin
+- **Orthography:** Thai
 - **Phone set:** MFA
 - **Words:** 53,840
 * **Phones:** 45
@@ -135,7 +135,6 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
   - **Male speakers:** 328
   - **Unknown speakers:** 5,812
 
-
 #### GlobalPhone Thai
 
 - **Source:** https://catalogue.elra.info/en-us/repository/browse/ELRA-S0321/
@@ -148,7 +147,6 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
   - **Male speakers:** 27
   - **Unknown speakers:** 6
 
-
 #### Gowajee Corpus
 
 - **Source:** https://github.com/ekapolc/gowajee_corpus?tab=readme-ov-file
@@ -161,7 +159,6 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
   - **Male speakers:** 163
   - **Unknown speakers:** 0
 
-
 #### Lotus Corpus
 
 - **Source:** https://github.com/korakot/corpus/releases/tag/v1.0
@@ -174,7 +171,6 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
   - **Male speakers:** 48
   - **Unknown speakers:** 0
 
-
 #### Thai Elderly Speech dataset by Data Wow and VISAI
 
 - **Source:** https://github.com/VISAI-DATAWOW/Thai-Elderly-Speech-dataset/releases/tag/v1.0.0
@@ -187,7 +183,6 @@ To get started, follow the instructions for [installing MFA](https://montreal-fo
   - **Male speakers:** 10
   - **Unknown speakers:** 0
 
-
 ### Training Procedure
 
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->

acoustic/final.alimdl

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acoustic/final.mdl

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acoustic/meta.json

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-{"phones": ["aː˥˩", "aː˦˥", "aː˧", "aː˨˩", "aː˩˩˦", "a˥˩", "a˦˥", "a˧", "a˨˩", "a˩˩˦", "b", "d", "eː˥˩", "eː˦˥", "eː˧", "eː˨˩", "eː˩˩˦", "e˥˩", "e˦˥", "e˧", "e˨˩", "e˩˩˦", "f", "h", "ia˥˩", "ia˦˥", "ia˧", "ia˨˩", "ia˩˩˦", "iː˥˩", "iː˦˥", "iː˧", "iː˨˩", "iː˩˩˦", "i˥˩", "i˦˥", "i˧", "i˨˩", "i˩˩˦", "j", "k", "kʰ", "k̚", "l", "m", "n", "oː˥˩", "oː˦˥", "oː˧", "oː˨˩", "oː˩˩˦", "o˥˩", "o˦˥", "o˧", "o˨˩", "o˩˩˦", "p", "pʰ", "p̚", "r", "s", "t", "tɕ", "tɕʰ", "tʰ", "t̚", "ua˥˩", "ua˦˥", "ua˧", "ua˨˩", "ua˩˩˦", "uː˥˩", "uː˦˥", "uː˧", "uː˨˩", "uː˩˩˦", "u˥˩", "u˦˥", "u˧", "u˨˩", "u˩˩˦", "w", "ŋ", "ɔː˥˩", "ɔː˦˥", "ɔː˧", "ɔː˨˩", "ɔː˩˩˦", "ɔ˥˩", "ɔ˦˥", "ɔ˧", "ɔ˨˩", "ɔ˩˩˦", "ɛː˥˩", "ɛː˦˥", "ɛː˧", "ɛː˨˩", "ɛː˩˩˦", "ɛ˥˩", "ɛ˦˥", "ɛ˧", "ɛ˨˩", "ɛ˩˩˦", "ɤː˥˩", "ɤː˦˥", "ɤː˧", "ɤː˨˩", "ɤː˩˩˦", "ɤ˥˩", "ɤ˦˥", "ɤ˧", "ɤ˨˩", "ɤ˩˩˦", "ɯa˥˩", "ɯa˦˥", "ɯa˧", "ɯa˨˩", "ɯa˩˩˦", "ɯː˥˩", "ɯː˦˥", "ɯː˧", "ɯː˨˩", "ɯː˩˩˦", "ɯ˥˩", "ɯ˦˥", "ɯ˧", "ɯ˨˩", "ɯ˩˩˦", "ʔ"], "phone_mapping": {"<eps>": 0, "sil": 1, "spn": 2, "aː˥˩": 3, "aː˦˥": 4, "aː˧": 5, "aː˨˩": 6, "aː˩˩˦": 7, "a˥˩": 8, "a˦˥": 9, "a˧": 10, "a˨˩": 11, "a˩˩˦": 12, "b": 13, "d": 14, "eː˥˩": 15, "eː˦˥": 16, "eː˧": 17, "eː˨˩": 18, "eː˩˩˦": 19, "e˥˩": 20, "e˦˥": 21, "e˧": 22, "e˨˩": 23, "e˩˩˦": 24, "f": 25, "h": 26, "ia˥˩": 27, "ia˦˥": 28, "ia˧": 29, "ia˨˩": 30, "ia˩˩˦": 31, "iː˥˩": 32, "iː˦˥": 33, "iː˧": 34, "iː˨˩": 35, "iː˩˩˦": 36, "i˥˩": 37, "i˦˥": 38, "i˧": 39, "i˨˩": 40, "i˩˩˦": 41, "j": 42, "k": 43, "kʰ": 44, "k̚": 45, "l": 46, "m": 47, "n": 48, "oː˥˩": 49, "oː˦˥": 50, "oː˧": 51, "oː˨˩": 52, "oː˩˩˦": 53, "o˥˩": 54, "o˦˥": 55, "o˧": 56, "o˨˩": 57, "o˩˩˦": 58, "p": 59, "pʰ": 60, "p̚": 61, "r": 62, "s": 63, "t": 64, "tɕ": 65, "tɕʰ": 66, "tʰ": 67, "t̚": 68, "ua˥˩": 69, "ua˦˥": 70, "ua˧": 71, "ua˨˩": 72, "ua˩˩˦": 73, "uː˥˩": 74, "uː˦˥": 75, "uː˧": 76, "uː˨˩": 77, "uː˩˩˦": 78, "u˥˩": 79, "u˦˥": 80, "u˧": 81, "u˨˩": 82, "u˩˩˦": 83, "w": 84, "ŋ": 85, "ɔː˥˩": 86, "ɔː˦˥": 87, "ɔː˧": 88, "ɔː˨˩": 89, "ɔː˩˩˦": 90, "ɔ˥˩": 91, "ɔ˦˥": 92, "ɔ˧": 93, "ɔ˨˩": 94, "ɔ˩˩˦": 95, "ɛː˥˩": 96, "ɛː˦˥": 97, "ɛː˧": 98, "ɛː˨˩": 99, "ɛː˩˩˦": 100, "ɛ˥˩": 101, "ɛ˦˥": 102, "ɛ˧": 103, "ɛ˨˩": 104, "ɛ˩˩˦": 105, "ɤː˥˩": 106, "ɤː˦˥": 107, "ɤː˧": 108, "ɤː˨˩": 109, "ɤː˩˩˦": 110, "ɤ˥˩": 111, "ɤ˦˥": 112, "ɤ˧": 113, "ɤ˨˩": 114, "ɤ˩˩˦": 115, "ɯa˥˩": 116, "ɯa˦˥": 117, "ɯa˧": 118, "ɯa˨˩": 119, "ɯa˩˩˦": 120, "ɯː˥˩": 121, "ɯː˦˥": 122, "ɯː˧": 123, "ɯː˨˩": 124, "ɯː˩˩˦": 125, "ɯ˥˩": 126, "ɯ˦˥": 127, "ɯ˧": 128, "ɯ˨˩": 129, "ɯ˩˩˦": 130, "ʔ": 131}, "phone_groups": {"0": ["aː˥˩", "aː˦˥", "aː˧", "aː˨˩", "aː˩˩˦", "a˥˩", "a˦˥", "a˧", "a˨˩", "a˩˩˦"], "1": ["b"], "2": ["d"], "3": ["eː˥˩", "eː˦˥", "eː˧", "eː˨˩", "eː˩˩˦", "e˥˩", "e˦˥", "e˧", "e˨˩", "e˩˩˦"], "4": ["f"], "5": ["h"], "6": ["ia˥˩", "ia˦˥", "ia˧", "ia˨˩", "ia˩˩˦"], "7": ["iː˥˩", "iː˦˥", "iː˧", "iː˨˩", "iː˩˩˦", "i˥˩", "i˦˥", "i˧", "i˨˩", "i˩˩˦"], "8": ["j"], "9": ["k"], "10": ["kʰ"], "11": ["k̚"], "12": ["l"], "13": ["m"], "14": ["n"], "15": ["oː˥˩", "oː˦˥", "oː˧", "oː˨˩", "oː˩˩˦", "o˥˩", "o˦˥", "o˧", "o˨˩", "o˩˩˦"], "16": ["p"], "17": ["pʰ"], "18": ["p̚"], "19": ["r"], "20": ["s"], "21": ["t"], "22": ["tɕ"], "23": ["tɕʰ"], "24": ["tʰ"], "25": ["t̚"], "26": ["ua˥˩", "ua˦˥", "ua˧", "ua˨˩", "ua˩˩˦"], "27": ["uː˥˩", "uː˦˥", "uː˧", "uː˨˩", "uː˩˩˦", "u˥˩", "u˦˥", "u˧", "u˨˩", "u˩˩˦"], "28": ["w"], "29": ["ŋ"], "30": ["ɔː˥˩", "ɔː˦˥", "ɔː˧", "ɔː˨˩", "ɔː˩˩˦", "ɔ˥˩", "ɔ˦˥", "ɔ˧", "ɔ˨˩", "ɔ˩˩˦"], "31": ["ɛː˥˩", "ɛː˦˥", "ɛː˧", "ɛː˨˩", "ɛː˩˩˦", "ɛ˥˩", "ɛ˦˥", "ɛ˧", "ɛ˨˩", "ɛ˩˩˦"], "32": ["ɤː˥˩", "ɤː˦˥", "ɤː˧", "ɤː˨˩", "ɤː˩˩˦", "ɤ˥˩", "ɤ˦˥", "ɤ˧", "ɤ˨˩", "ɤ˩˩˦"], "33": ["ɯa˥˩", "ɯa˦˥", "ɯa˧", "ɯa˨˩", "ɯa˩˩˦"], "34": ["ɯː˥˩", "ɯː˦˥", "ɯː˧", "ɯː˨˩", "ɯː˩˩˦", "ɯ˥˩", "ɯ˦˥", "ɯ˧", "ɯ˨˩", "ɯ˩˩˦"], "35": ["ʔ"]}, "version": "3.3.0", "architecture": "gmm-hmm", "train_date": "2026-06-10 18:43:44.559682", "training": {"audio_duration": 881098.9370829004, "num_speakers": 6799, "num_utterances": 196286, "num_oovs": 0, "average_log_likelihood": -53.61315001213923}, "dictionaries": {"names": ["thai_mfa"], "default": "thai_mfa", "silence_word": "<eps>", "oov_word": "<unk>", "bracketed_word": "[bracketed]", "laughter_word": "[laughter]", "clitic_marker": null, "position_dependent_phones": false}, "language": "thai", "tokenization": "th", "features": {"type": "mfcc", "use_energy": false, "frame_shift": 10, "frame_length": 25, "snip_edges": false, "low_frequency": 20, "high_frequency": 7800, "sample_frequency": 16000, "dither": 0.0, "energy_floor": 0.0, "num_coefficients": 13, "num_mel_bins": 23, "cepstral_lifter": 22, "preemphasis_coefficient": 0.97, "uses_cmvn": true, "uses_deltas": true, "uses_voiced": false, "uses_splices": false, "uses_speaker_adaptation": true, "use_pitch": true, "use_voicing": true, "min_f0": 50, "max_f0": 800, "delta_pitch": 0.005, "penalty_factor": 0.1, "silence_weight": 0.0, "splice_left_context": 3, "splice_right_context": 3}, "oov_phone": "spn", "optional_silence_phone": "sil", "phone_set_type": "UNKNOWN", "silence_probability": 0.21, "initial_silence_probability": 0.21, 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[-2.0526334652814735, 0.5214797086976726], "ɛː˨˩": [-2.306780373740922, 0.5326935838261345], "ɛː˩˩˦": [-2.1370705490159017, 0.5626554544377157], "ɛ˥˩": [-2.41504285826524, 0.46424906603492644], "ɛ˦˥": [-2.6840954766015286, 0.45045193906603637], "ɛ˧": [-2.5170829468305143, 0.49498587360741964], "ɛ˨˩": [-2.6736695746403703, 0.40853698530449634], "ɛ˩˩˦": [-2.547782677857567, 0.4351733942827578], "ɤː˥˩": [-2.0100443301416737, 0.5625638916160983], "ɤː˦˥": [-2.079701561556576, 0.6241077975342414], "ɤː˧": [-2.1881693671523355, 0.5825437104487379], "ɤː˨˩": [-2.179544849479979, 0.41844922097541726], "ɤː˩˩˦": [-1.8954071356258964, 0.5919034092291621], "ɤ˥˩": [-2.489508971405952, 0.5291483716317931], "ɤ˦˥": [-2.34994394561456, 0.492286059898874], "ɤ˧": [-2.6014358921990657, 0.4151092656250523], "ɤ˨˩": [-2.546120874518283, 0.5534861390729506], "ɤ˩˩˦": [-2.346371135867033, 0.6029039082566126], "ɯa˥˩": [-2.323689661558795, 0.46552924268043316], "ɯa˦˥": [-1.8225458550683882, 0.5209285932193437], "ɯa˧": [-2.0691449039206002, 0.49204102464856275], "ɯa˨˩": [-2.1060498731711323, 0.4833605796802613], "ɯa˩˩˦": [-2.331485828817423, 0.5608915627781069], "ɯː˥˩": [-2.0851397168841657, 0.46765407243982526], "ɯː˦˥": [-2.255301356064994, 0.4973501035141934], "ɯː˧": [-2.15275056053552, 0.5959218642994217], "ɯː˨˩": [-2.1453139249043445, 0.43447066293176406], "ɯː˩˩˦": [-2.1794599965081876, 0.5915322709435318], "ɯ˥˩": [-2.6016750099993335, 0.5010585908218408], "ɯ˦˥": [-2.8302347605098714, 0.45768982127632574], "ɯ˧": [-2.5997791708455757, 0.3826584961405843]}}

acoustic/tree

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c54ba210ca86790dd36b669cd4b4460e25602594cde1920751ffb372ca3c9c1
-size 486134
+oid sha256:5f4d7c92394a2bcfaeba511cf0ea68d7770acf75a208dddfc5080a7b9fe0c527
+size 477726

dictionary/rules.yaml

@@ -1,35 +1,35 @@
 dialects:
   us:
   - following_context: ''
-    non_silence_before_correction: -0.01
+    non_silence_before_correction: -0.03
     preceding_context: ''
     probability: 0.04
     replacement: ''
     segment: k̚
-    silence_after_probability: 1.34
-    silence_before_correction: -0.06
+    silence_after_probability: 1.43
+    silence_before_correction: -0.03
   - following_context: ''
     non_silence_before_correction: -0.01
     preceding_context: ''
     probability: 0.02
     replacement: ''
     segment: p̚
-    silence_after_probability: 2.58
-    silence_before_correction: -0.04
+    silence_after_probability: 2.08
+    silence_before_correction: -0.03
   - following_context: ''
     non_silence_before_correction: -0.01
     preceding_context: ''
     probability: 0.04
     replacement: ''
     segment: t̚
-    silence_after_probability: 1.25
-    silence_before_correction: -0.04
+    silence_after_probability: 1.3
+    silence_before_correction: -0.03
   - following_context: ''
     non_silence_before_correction: 0.04
     preceding_context: ''
     probability: 0.28
     replacement: ''
     segment: ʔ
-    silence_after_probability: 0.14
-    silence_before_correction: -0.2
+    silence_after_probability: 0.17
+    silence_before_correction: -0.18
 rules: []

g2p/thai_mfa/meta.json

@@ -1 +1 @@
-{"version": "3.2.0", "architecture": "phonetisaurus", "train_date": "2026-05-29 17:16:53.000742", "phones": ["\u025b\u02d0\u02e7", "a\u02d0\u02e9\u02e9\u02e6", "e\u02d0\u02e7", "o\u02e5\u02e9", "p\u02b0", "u\u02d0\u02e8\u02e9", "\u0254\u02e7", "\u014b", "i\u02d0\u02e5\u02e9", "\u0264\u02e9\u02e9\u02e6", "u\u02e5\u02e9", "\u026fa\u02e8\u02e9", "e\u02d0\u02e8\u02e9", "e\u02e6\u02e5", "\u0264\u02e8\u02e9", "k", "o\u02d0\u02e6\u02e5", "\u026fa\u02e7", "l", "\u026f\u02e8\u02e9", "a\u02d0\u02e7", "a\u02d0\u02e6\u02e5", "t\u0255\u02b0", "e\u02e7", "\u025b\u02e8\u02e9", "i\u02e9\u02e9\u02e6", "ia\u02e6\u02e5", "i\u02e6\u02e5", "\u0254\u02d0\u02e7", "\u025b\u02d0\u02e5\u02e9", "a\u02e8\u02e9", "n", "o\u02e9\u02e9\u02e6", "ia\u02e8\u02e9", "k\u031a", "\u0264\u02d0\u02e5\u02e9", "u\u02d0\u02e6\u02e5", "k\u02b0", "e\u02d0\u02e6\u02e5", "o\u02e8\u02e9", "ia\u02e9\u02e9\u02e6", "o\u02e6\u02e5", "r", "ua\u02e6\u02e5", "f", "a\u02e5\u02e9", "t\u0255", "u\u02d0\u02e5\u02e9", "ia\u02e7", "\u025b\u02d0\u02e9\u02e9\u02e6", "b", "p\u031a", "i\u02e5\u02e9", "a\u02e7", "\u0254\u02d0\u02e9\u02e9\u02e6", "o\u02d0\u02e7", "e\u02e9\u02e9\u02e6", "i\u02d0\u02e8\u02e9", "\u025b\u02e5\u02e9", "\u0264\u02d0\u02e7", "e\u02e5\u02e9", "o\u02d0\u02e9\u02e9\u02e6", "o\u02e7", "ua\u02e8\u02e9", "u\u02e9\u02e9\u02e6", "\u026f\u02d0\u02e9\u02e9\u02e6", "p", "w", "ua\u02e9\u02e9\u02e6", "\u0254\u02e8\u02e9", "h", "e\u02e8\u02e9", "\u0264\u02e5\u02e9", "\u025b\u02e9\u02e9\u02e6", "\u026f\u02d0\u02e5\u02e9", "\u026f\u02d0\u02e7", "\u026fa\u02e5\u02e9", "a\u02e9\u02e9\u02e6", "t", "u\u02d0\u02e7", "\u0264\u02e7", "\u0254\u02d0\u02e8\u02e9", "\u026f\u02d0\u02e6\u02e5", "u\u02d0\u02e9\u02e9\u02e6", "\u0264\u02e6\u02e5", "i\u02d0\u02e7", "j", "\u0254\u02e9\u02e9\u02e6", "i\u02d0\u02e6\u02e5", "t\u02b0", "u\u02e7", "\u025b\u02e7", "ua\u02e7", "o\u02d0\u02e5\u02e9", "\u025b\u02d0\u02e6\u02e5", "\u0264\u02d0\u02e9\u02e9\u02e6", "e\u02d0\u02e9\u02e9\u02e6", "i\u02e7", "\u025b\u02e6\u02e5", "a\u02d0\u02e5\u02e9", "\u026f\u02e7", "u\u02e6\u02e5", "s", "\u026f\u02e6\u02e5", "\u0254\u02e6\u02e5", "\u0254\u02d0\u02e6\u02e5", "\u0294", "i\u02e8\u02e9", "\u026f\u02e5\u02e9", "\u026fa\u02e9\u02e9\u02e6", "\u0264\u02d0\u02e6\u02e5", "d", "\u026fa\u02e6\u02e5", "\u0264\u02d0\u02e8\u02e9", "ua\u02e5\u02e9", "ia\u02e5\u02e9", "\u026f\u02d0\u02e8\u02e9", "\u0254\u02e5\u02e9", "m", "a\u02e6\u02e5", "i\u02d0\u02e9\u02e9\u02e6", "u\u02e8\u02e9", "a\u02d0\u02e8\u02e9", "\u026f\u02e9\u02e9\u02e6", "\u0254\u02d0\u02e5\u02e9", "o\u02d0\u02e8\u02e9", "t\u031a", "\u025b\u02d0\u02e8\u02e9", "e\u02d0\u02e5\u02e9"], "graphemes": ["\u0e1c", "\u0e28", "\u0e4d", "\u0e31", "\u0e20", "\u0e09", "\u0e26", "\u0e4a", "\u0e47", "\u0e11", "\u0e36", "\u0e0c", "\u200d", "\u0e06", "\u0e10", "\u0e12", "\u0e1d", "\u0e02", "\u0e22", "\u0e13", "\u0e40", "\u0e0a", "\u0e07", "\u0e03", "\u0e41", "\u0e0e", "\u0e0d", ".", "\u0e1b", "\u0e30", "\u0e49", "\u0e2c", "\u0e08", "\u0e2f", "\u0e18", "\u0e04", "\u0e45", "\u0e4c", "\u0e24", "\u0e0f", "\u0e2e", "\u0e17", "\u0e43", "\u0e1e", "\u0e0b", "\u0e05", "\u0e14", "\u0e29", "\u0e37", "\u0e3a", "\u0e15", "\u0e1a", "\u0e32", "\u0e2d", "\u0e21", "\u0e48", "\u0e35", "\u0e16", "\u0e2b", "\u0e2a", "\u0e19", "\u0e44", "\u0e25", "\u0e38", "\u0e34", "\u0e4b", "\u0e1f", "\u0e01", "\u0e27", "\u0e39", "\u0e42", "\u0e23"], "grapheme_order": 2, "phone_order": 2, "sequence_separator": "|", "unicode_decomposition": false, "evaluation": {"num_words": 3113, "word_error_rate": null, "phone_error_rate": null}, "training": {"num_words": 28006, "num_graphemes": 72, "num_phones": 129}}
+{"version": "3.2.0", "architecture": "phonetisaurus", "train_date": "2026-05-29 17:16:53.000742", "phones": ["a\u02e5\u02e9", "\u026f\u02d0\u02e6\u02e5", "e\u02d0\u02e7", "k\u02b0", "\u0264\u02d0\u02e8\u02e9", "e\u02e7", "u\u02d0\u02e5\u02e9", "\u026f\u02e5\u02e9", "k", "u\u02e5\u02e9", "e\u02e9\u02e9\u02e6", "i\u02d0\u02e9\u02e9\u02e6", "\u026f\u02d0\u02e7", "w", "\u026f\u02d0\u02e8\u02e9", "a\u02d0\u02e6\u02e5", "\u0264\u02e8\u02e9", "\u026fa\u02e6\u02e5", "ia\u02e6\u02e5", "s", "p\u02b0", "\u025b\u02d0\u02e6\u02e5", "u\u02d0\u02e9\u02e9\u02e6", "o\u02d0\u02e5\u02e9", "i\u02e5\u02e9", "o\u02e6\u02e5", "ia\u02e7", "\u0264\u02e6\u02e5", "\u0264\u02e7", "ua\u02e6\u02e5", "i\u02e8\u02e9", "\u0264\u02e9\u02e9\u02e6", "a\u02e6\u02e5", "a\u02e9\u02e9\u02e6", "\u0264\u02d0\u02e9\u02e9\u02e6", "ia\u02e9\u02e9\u02e6", "u\u02e7", "t\u0255\u02b0", "u\u02e9\u02e9\u02e6", "a\u02e8\u02e9", "e\u02d0\u02e6\u02e5", "e\u02d0\u02e9\u02e9\u02e6", "e\u02d0\u02e8\u02e9", "a\u02e7", "\u026fa\u02e7", "u\u02d0\u02e6\u02e5", "o\u02e7", "e\u02e5\u02e9", "j", "\u026f\u02d0\u02e9\u02e9\u02e6", "\u0254\u02e5\u02e9", "p\u031a", "\u0254\u02d0\u02e8\u02e9", "\u025b\u02e5\u02e9", "b", "\u0294", "o\u02e8\u02e9", "\u0264\u02d0\u02e5\u02e9", "ua\u02e7", "\u0254\u02d0\u02e5\u02e9", "o\u02d0\u02e9\u02e9\u02e6", "\u0254\u02d0\u02e7", "m", "e\u02d0\u02e5\u02e9", "o\u02d0\u02e7", "\u025b\u02e8\u02e9", "t", "\u0264\u02e5\u02e9", "\u025b\u02d0\u02e7", "\u025b\u02e9\u02e9\u02e6", "\u0264\u02d0\u02e6\u02e5", "\u025b\u02e6\u02e5", "\u025b\u02e7", "p", "\u0254\u02d0\u02e6\u02e5", "r", "a\u02d0\u02e8\u02e9", "\u026f\u02d0\u02e5\u02e9", "o\u02e9\u02e9\u02e6", "k\u031a", "\u025b\u02d0\u02e8\u02e9", "f", "ua\u02e5\u02e9", "\u0254\u02e7", "ua\u02e9\u02e9\u02e6", "ia\u02e8\u02e9", "\u025b\u02d0\u02e5\u02e9", "u\u02d0\u02e8\u02e9", "i\u02d0\u02e6\u02e5", "u\u02e6\u02e5", "i\u02d0\u02e7", "o\u02d0\u02e6\u02e5", "d", "o\u02d0\u02e8\u02e9", "ia\u02e5\u02e9", "\u026f\u02e8\u02e9", "t\u031a", "\u026fa\u02e9\u02e9\u02e6", "t\u02b0", "\u0254\u02e9\u02e9\u02e6", "h", "e\u02e8\u02e9", "\u0264\u02d0\u02e7", "\u026fa\u02e8\u02e9", "i\u02d0\u02e5\u02e9", "i\u02e6\u02e5", "t\u0255", "\u0254\u02e8\u02e9", "\u026f\u02e9\u02e9\u02e6", "\u026fa\u02e5\u02e9", "i\u02e7", "i\u02e9\u02e9\u02e6", "a\u02d0\u02e5\u02e9", "\u026f\u02e6\u02e5", "u\u02e8\u02e9", "o\u02e5\u02e9", "e\u02e6\u02e5", "\u025b\u02d0\u02e9\u02e9\u02e6", "a\u02d0\u02e7", "i\u02d0\u02e8\u02e9", "\u014b", "\u0254\u02d0\u02e9\u02e9\u02e6", "n", "\u0254\u02e6\u02e5", "l", "\u026f\u02e7", "ua\u02e8\u02e9", "u\u02d0\u02e7", "a\u02d0\u02e9\u02e9\u02e6"], "graphemes": ["\u0e42", "\u0e29", "\u0e2d", "\u0e09", "\u0e02", "\u0e20", "\u0e17", "\u0e2e", "\u0e41", "\u0e40", "\u0e19", "\u0e2c", "\u0e04", "\u0e3a", "\u0e39", "\u0e49", "\u0e07", "\u0e03", "\u0e2f", "\u0e22", "\u0e35", "\u0e11", "\u0e37", "\u0e44", "\u0e1b", "\u0e32", "\u0e1d", "\u0e24", "\u0e30", "\u0e14", "\u0e2a", "\u0e4c", "\u0e2b", "\u200d", "\u0e0a", "\u0e25", "\u0e27", "\u0e0c", "\u0e1c", "\u0e0b", "\u0e12", "\u0e16", "\u0e1f", "\u0e13", "\u0e34", "\u0e4d", "\u0e10", "\u0e36", "\u0e05", "\u0e01", ".", "\u0e1e", "\u0e38", "\u0e23", "\u0e06", "\u0e1a", "\u0e28", "\u0e0d", "\u0e0f", "\u0e4b", "\u0e26", "\u0e48", "\u0e47", "\u0e4a", "\u0e45", "\u0e18", "\u0e31", "\u0e43", "\u0e08", "\u0e15", "\u0e0e", "\u0e21"], "grapheme_order": 2, "phone_order": 2, "sequence_separator": "|", "unicode_decomposition": false, "evaluation": {"num_words": 3113, "word_error_rate": null, "phone_error_rate": null}, "training": {"num_words": 28006, "num_graphemes": 72, "num_phones": 129}}