Add CoreML export: stt-eu-conformer-ctc-large-coreml-4bit
Browse files- README.md +22 -0
- metadata.json +59 -0
- parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
- parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
- parakeet_ctc_decoder.mlpackage/Manifest.json +18 -0
- parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
- parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
- parakeet_mel_encoder.mlpackage/Manifest.json +18 -0
- quantization_summary.json +12 -0
- vocab.json +258 -0
README.md
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---
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license: apache-2.0
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tags:
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- automatic-speech-recognition
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- nemo
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- coreml
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- apple-silicon
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- ovos
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---
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# stt-eu-conformer-ctc-large-coreml
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CoreML export of [HiTZ/stt_eu_conformer_ctc_large](https://huggingface.co/HiTZ/stt_eu_conformer_ctc_large) for Apple Silicon.
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Exported with [ovos-stt-plugin-coreml](https://github.com/TigreGotico/ovos-stt-plugin-coreml).
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## Usage
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```python
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from ovos_stt_plugin_coreml import CoremlSTT
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stt = CoremlSTT(config={"repo_id": "OpenVoiceOS/stt-eu-conformer-ctc-large-coreml"})
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```
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metadata.json
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{
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"model_id": "HiTZ/stt_eu_conformer_ctc_large",
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"model_type": "ctc",
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"language": "",
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"sample_rate": 16000,
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"max_audio_seconds": 15.0,
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"max_audio_samples": 240000,
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"vocab_size": 256,
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"blank_id": 256,
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"checkpoint": {
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"type": "pretrained",
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"model_id": "HiTZ/stt_eu_conformer_ctc_large"
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},
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"coreml": {
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"compute_precision": "FLOAT32",
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"quantization": "4bit_palettize_kmeans"
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},
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"components": {
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"mel_encoder": {
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"path": "parakeet_mel_encoder.mlpackage",
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"inputs": {
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"audio_signal": [
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1,
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240000
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],
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"audio_length": [
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1
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]
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},
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"outputs": {
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"encoder": [
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1,
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512,
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376
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],
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"encoder_length": [
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1
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]
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}
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},
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"ctc_decoder": {
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"path": "parakeet_ctc_decoder.mlpackage",
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"inputs": {
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"encoder": [
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1,
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512,
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376
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]
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},
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"outputs": {
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"log_probs": [
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1,
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376,
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257
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]
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}
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}
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}
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}
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parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/model.mlmodel
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c56389a10848483a7aa6a4398d95e29ba0c00792e41a6de1ba6136a43cc6cf4
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size 2545
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parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:fba4385df7d1613f0c9fcecb76d8049f99fc3c0809d0650bb75c3a88f0b5c6d6
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size 67200
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parakeet_ctc_decoder.mlpackage/Manifest.json
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{
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"fileFormatVersion": "1.0.0",
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"itemInfoEntries": {
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"AF61B19F-CD39-4DFC-B508-8CECA0183E24": {
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"author": "com.apple.CoreML",
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"description": "CoreML Model Specification",
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"name": "model.mlmodel",
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"path": "com.apple.CoreML/model.mlmodel"
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},
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"FB429D97-5D3C-46A0-9AC2-1598F7CE31F4": {
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"author": "com.apple.CoreML",
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"description": "CoreML Model Weights",
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"name": "weights",
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"path": "com.apple.CoreML/weights"
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}
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},
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"rootModelIdentifier": "AF61B19F-CD39-4DFC-B508-8CECA0183E24"
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}
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parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/model.mlmodel
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version https://git-lfs.github.com/spec/v1
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oid sha256:66ef9c76cb1aed10e8506cfd131880d7d7ee6ee4bfce7e17d64c3f7bc7b86f67
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size 1347209
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parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:83ea10030071ff896cd4fec712c69a8a0731dc2a48a4ab76599eda41513c2cd9
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size 63054272
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parakeet_mel_encoder.mlpackage/Manifest.json
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{
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"fileFormatVersion": "1.0.0",
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"itemInfoEntries": {
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"9F69AE1C-6350-404A-A8DE-A43884AB903C": {
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"author": "com.apple.CoreML",
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"description": "CoreML Model Specification",
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"name": "model.mlmodel",
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"path": "com.apple.CoreML/model.mlmodel"
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},
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"D6F710BF-375C-4563-98B3-CDFB161A7D24": {
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"author": "com.apple.CoreML",
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"description": "CoreML Model Weights",
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"name": "weights",
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"path": "com.apple.CoreML/weights"
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}
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},
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"rootModelIdentifier": "9F69AE1C-6350-404A-A8DE-A43884AB903C"
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}
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quantization_summary.json
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{
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"parakeet_ctc_decoder": {
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"original_mb": 0.5,
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"4bit_mb": 0.1,
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"compression": 7.54
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},
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"parakeet_mel_encoder": {
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"original_mb": 474.4,
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"4bit_mb": 61.4,
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"compression": 7.72
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}
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}
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vocab.json
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| 1 |
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[
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| 2 |
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"<unk>",
|
| 3 |
+
"a",
|
| 4 |
+
"▁",
|
| 5 |
+
"i",
|
| 6 |
+
"n",
|
| 7 |
+
"r",
|
| 8 |
+
"ko",
|
| 9 |
+
"z",
|
| 10 |
+
"o",
|
| 11 |
+
"u",
|
| 12 |
+
"e",
|
| 13 |
+
"tu",
|
| 14 |
+
"s",
|
| 15 |
+
"l",
|
| 16 |
+
"k",
|
| 17 |
+
"ra",
|
| 18 |
+
"ak",
|
| 19 |
+
"te",
|
| 20 |
+
"▁a",
|
| 21 |
+
"la",
|
| 22 |
+
"ta",
|
| 23 |
+
"t",
|
| 24 |
+
"en",
|
| 25 |
+
"an",
|
| 26 |
+
"ri",
|
| 27 |
+
"▁da",
|
| 28 |
+
"▁eta",
|
| 29 |
+
"▁e",
|
| 30 |
+
"go",
|
| 31 |
+
"ka",
|
| 32 |
+
"re",
|
| 33 |
+
"da",
|
| 34 |
+
"▁ez",
|
| 35 |
+
"in",
|
| 36 |
+
"▁ba",
|
| 37 |
+
"▁i",
|
| 38 |
+
"tzen",
|
| 39 |
+
"gi",
|
| 40 |
+
"le",
|
| 41 |
+
"p",
|
| 42 |
+
"▁du",
|
| 43 |
+
"ki",
|
| 44 |
+
"di",
|
| 45 |
+
"du",
|
| 46 |
+
"▁ga",
|
| 47 |
+
"▁bat",
|
| 48 |
+
"ma",
|
| 49 |
+
"h",
|
| 50 |
+
"de",
|
| 51 |
+
"ek",
|
| 52 |
+
"gu",
|
| 53 |
+
"ro",
|
| 54 |
+
"tza",
|
| 55 |
+
"ur",
|
| 56 |
+
"▁o",
|
| 57 |
+
"to",
|
| 58 |
+
"▁ar",
|
| 59 |
+
"▁bi",
|
| 60 |
+
"▁es",
|
| 61 |
+
"aren",
|
| 62 |
+
"ba",
|
| 63 |
+
"ts",
|
| 64 |
+
"▁zen",
|
| 65 |
+
"▁izan",
|
| 66 |
+
"st",
|
| 67 |
+
"g",
|
| 68 |
+
"tik",
|
| 69 |
+
"ga",
|
| 70 |
+
"ren",
|
| 71 |
+
"era",
|
| 72 |
+
"▁di",
|
| 73 |
+
"ke",
|
| 74 |
+
"ti",
|
| 75 |
+
"▁ere",
|
| 76 |
+
"b",
|
| 77 |
+
"be",
|
| 78 |
+
"ten",
|
| 79 |
+
"▁f",
|
| 80 |
+
"▁er",
|
| 81 |
+
"▁ha",
|
| 82 |
+
"rra",
|
| 83 |
+
"iz",
|
| 84 |
+
"x",
|
| 85 |
+
"m",
|
| 86 |
+
"▁p",
|
| 87 |
+
"▁ho",
|
| 88 |
+
"f",
|
| 89 |
+
"ean",
|
| 90 |
+
"men",
|
| 91 |
+
"zu",
|
| 92 |
+
"etan",
|
| 93 |
+
"▁dira",
|
| 94 |
+
"▁u",
|
| 95 |
+
"▁be",
|
| 96 |
+
"▁z",
|
| 97 |
+
"lde",
|
| 98 |
+
"rri",
|
| 99 |
+
"▁ma",
|
| 100 |
+
"lo",
|
| 101 |
+
"zio",
|
| 102 |
+
"me",
|
| 103 |
+
"rik",
|
| 104 |
+
"▁egin",
|
| 105 |
+
"▁hori",
|
| 106 |
+
"▁sa",
|
| 107 |
+
"tzeko",
|
| 108 |
+
"▁zuen",
|
| 109 |
+
"▁de",
|
| 110 |
+
"lu",
|
| 111 |
+
"ru",
|
| 112 |
+
"tzi",
|
| 113 |
+
"▁har",
|
| 114 |
+
"▁ka",
|
| 115 |
+
"▁ber",
|
| 116 |
+
"pe",
|
| 117 |
+
"▁ditu",
|
| 118 |
+
"▁ze",
|
| 119 |
+
"▁al",
|
| 120 |
+
"si",
|
| 121 |
+
"pa",
|
| 122 |
+
"▁hau",
|
| 123 |
+
"▁jo",
|
| 124 |
+
"▁kon",
|
| 125 |
+
"do",
|
| 126 |
+
"▁bere",
|
| 127 |
+
"tan",
|
| 128 |
+
"▁zi",
|
| 129 |
+
"▁behar",
|
| 130 |
+
"ez",
|
| 131 |
+
"▁horre",
|
| 132 |
+
"▁dago",
|
| 133 |
+
"▁so",
|
| 134 |
+
"▁mi",
|
| 135 |
+
"bo",
|
| 136 |
+
"▁he",
|
| 137 |
+
"bide",
|
| 138 |
+
"▁dute",
|
| 139 |
+
"bi",
|
| 140 |
+
"▁ger",
|
| 141 |
+
"▁lan",
|
| 142 |
+
"▁se",
|
| 143 |
+
"tze",
|
| 144 |
+
"tzea",
|
| 145 |
+
"mo",
|
| 146 |
+
"▁na",
|
| 147 |
+
"ntz",
|
| 148 |
+
"▁pa",
|
| 149 |
+
"▁or",
|
| 150 |
+
"▁in",
|
| 151 |
+
"▁herri",
|
| 152 |
+
"▁oso",
|
| 153 |
+
"▁ni",
|
| 154 |
+
"▁mu",
|
| 155 |
+
"▁no",
|
| 156 |
+
"▁beste",
|
| 157 |
+
"▁den",
|
| 158 |
+
"▁po",
|
| 159 |
+
"▁urte",
|
| 160 |
+
"hi",
|
| 161 |
+
"bil",
|
| 162 |
+
"▁zu",
|
| 163 |
+
"keta",
|
| 164 |
+
"d",
|
| 165 |
+
"▁mo",
|
| 166 |
+
"▁zer",
|
| 167 |
+
"▁erre",
|
| 168 |
+
"▁baina",
|
| 169 |
+
"▁bo",
|
| 170 |
+
"▁nahi",
|
| 171 |
+
"▁ikas",
|
| 172 |
+
"aldi",
|
| 173 |
+
"etako",
|
| 174 |
+
"▁handi",
|
| 175 |
+
"▁ge",
|
| 176 |
+
"▁pro",
|
| 177 |
+
"tasun",
|
| 178 |
+
"ber",
|
| 179 |
+
"c",
|
| 180 |
+
"▁lo",
|
| 181 |
+
"▁ondo",
|
| 182 |
+
"▁dugu",
|
| 183 |
+
"garri",
|
| 184 |
+
"▁jar",
|
| 185 |
+
"itz",
|
| 186 |
+
"▁egun",
|
| 187 |
+
"▁ne",
|
| 188 |
+
"▁guzti",
|
| 189 |
+
"▁lehen",
|
| 190 |
+
"pen",
|
| 191 |
+
"▁ikus",
|
| 192 |
+
"▁egiten",
|
| 193 |
+
"▁esku",
|
| 194 |
+
"txe",
|
| 195 |
+
"▁gai",
|
| 196 |
+
"ekin",
|
| 197 |
+
"▁edo",
|
| 198 |
+
"▁tx",
|
| 199 |
+
"▁bizi",
|
| 200 |
+
"▁berri",
|
| 201 |
+
"▁ziren",
|
| 202 |
+
"▁zuten",
|
| 203 |
+
"▁zituen",
|
| 204 |
+
"▁li",
|
| 205 |
+
"▁aurre",
|
| 206 |
+
"tzaile",
|
| 207 |
+
"▁euskal",
|
| 208 |
+
"▁buru",
|
| 209 |
+
"arekin",
|
| 210 |
+
"▁hiru",
|
| 211 |
+
"▁erabil",
|
| 212 |
+
"▁lau",
|
| 213 |
+
"▁eman",
|
| 214 |
+
"▁gor",
|
| 215 |
+
"▁baino",
|
| 216 |
+
"▁su",
|
| 217 |
+
"▁hasi",
|
| 218 |
+
"txa",
|
| 219 |
+
"▁izen",
|
| 220 |
+
"▁euskara",
|
| 221 |
+
"▁hil",
|
| 222 |
+
"▁bu",
|
| 223 |
+
"▁dituzte",
|
| 224 |
+
"▁nagusi",
|
| 225 |
+
"ehun",
|
| 226 |
+
"▁mundu",
|
| 227 |
+
"▁talde",
|
| 228 |
+
"▁azken",
|
| 229 |
+
"▁hainbat",
|
| 230 |
+
"▁gutxi",
|
| 231 |
+
"▁orain",
|
| 232 |
+
"▁daude",
|
| 233 |
+
"garren",
|
| 234 |
+
"▁hitz",
|
| 235 |
+
"▁elkar",
|
| 236 |
+
"txo",
|
| 237 |
+
"▁batzuk",
|
| 238 |
+
"▁uste",
|
| 239 |
+
"▁hiri",
|
| 240 |
+
"entzia",
|
| 241 |
+
"▁gehien",
|
| 242 |
+
"v",
|
| 243 |
+
"▁gehiago",
|
| 244 |
+
"▁lagun",
|
| 245 |
+
"▁txiki",
|
| 246 |
+
"y",
|
| 247 |
+
"w",
|
| 248 |
+
"▁inguru",
|
| 249 |
+
"▁emakume",
|
| 250 |
+
"▁nuen",
|
| 251 |
+
"▁liburu",
|
| 252 |
+
"▁jende",
|
| 253 |
+
"▁hizkuntza",
|
| 254 |
+
"▁ahal",
|
| 255 |
+
"q",
|
| 256 |
+
"ñ",
|
| 257 |
+
"j"
|
| 258 |
+
]
|