jonatasgrosman
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jonatasgrosman/exp_w2v2t_zh-cn_xlsr-53_s533
Browse files- .gitattributes +2 -0
- README.md +17 -0
- config.json +116 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- transcriptions_cv7_test.json +3 -0
- transcriptions_cv7_validation.json +3 -0
- vocab.json +1 -0
.gitattributes
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@@ -25,3 +25,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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transcriptions_cv7_test.json filter=lfs diff=lfs merge=lfs -text
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transcriptions_cv7_validation.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- zh-CN
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license: apache-2.0
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tags:
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- automatic-speech-recognition
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- zh-CN
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datasets:
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- mozilla-foundation/common_voice_7_0
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---
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# exp_w2v2t_zh-cn_xlsr-53_s533
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Fine-tuned [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) for speech recognition using the train split of [Common Voice 7.0 (zh-CN)](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0).
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When using this model, make sure that your speech input is sampled at 16kHz.
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This model has been fine-tuned by the [HuggingSound](https://github.com/jonatasgrosman/huggingsound) tool.
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config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.05,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.05,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": true,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_dropout": 0.0,
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.05,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.05,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout": 0.05,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.05,
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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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"num_attention_heads": 16,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 0,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.16.0.dev0",
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"use_weighted_layer_sum": false,
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"vocab_size": 4334,
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"xvector_output_dim": 512
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:69e3d41fe77c5369c387d89f16a4e10520be0aa24ba1233c991cefa7d3ba8c9e
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size 1279693105
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "<pad>", "do_lower_case": false, "word_delimiter_token": "|", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "/tmp/tmp_ev6peur", "tokenizer_class": "Wav2Vec2CTCTokenizer", "processor_class": "Wav2Vec2Processor"}
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transcriptions_cv7_test.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:c74e5da4cfa9337f9695f4912d164d78c2b04281e9e035f7a6656a16fbb69ecd
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size 14982317
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transcriptions_cv7_validation.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:fae6ef08164efd2c3d34e6e7ac144f5c6b3239daa5e7e8156895b4783f367b11
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size 15286111
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vocab.json
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{"<pad>": 0, "<s>": 1, "</s>": 2, "<unk>": 3, "|": 4, "a": 5, "c": 6, "μ": 7, "и": 8, "т": 9, "オ": 10, "カ": 11, "ド": 12, "ヤ": 13, "ㄟ": 14, "䴕": 15, "一": 16, "丁": 17, "七": 18, "万": 19, "丈": 20, "三": 21, "上": 22, "下": 23, "不": 24, "与": 25, "丑": 26, "专": 27, "且": 28, "丕": 29, "世": 30, "丘": 31, "丙": 32, "业": 33, "丛": 34, "东": 35, "丝": 36, "丞": 37, "丟": 38, "两": 39, "严": 40, "丧": 41, "个": 42, "丫": 43, "中": 44, "丰": 45, "串": 46, "临": 47, "丸": 48, "丹": 49, "为": 50, "主": 51, "丽": 52, "举": 53, "乂": 54, "乃": 55, "久": 56, "么": 57, "义": 58, "之": 59, "乌": 60, "乍": 61, "乎": 62, "乏": 63, "乐": 64, "乒": 65, "乓": 66, "乔": 67, "乘": 68, "乙": 69, "九": 70, "乞": 71, "也": 72, "习": 73, "乡": 74, "书": 75, "买": 76, "乱": 77, "乳": 78, "乾": 79, "了": 80, "予": 81, "争": 82, "事": 83, "二": 84, "于": 85, "亏": 86, "云": 87, "互": 88, "五": 89, "井": 90, "亚": 91, "些": 92, "亡": 93, "交": 94, "亥": 95, "亦": 96, "产": 97, "亨": 98, "亩": 99, "享": 100, "京": 101, "亭": 102, "亮": 103, "亲": 104, "亳": 105, "人": 106, "亿": 107, "什": 108, "仁": 109, "仄": 110, "仅": 111, "仆": 112, "仇": 113, "今": 114, "介": 115, "仍": 116, "从": 117, "仑": 118, "仓": 119, "仔": 120, "仕": 121, "他": 122, "仗": 123, "付": 124, "仙": 125, "仞": 126, "代": 127, "令": 128, "以": 129, "仪": 130, "们": 131, "仰": 132, "仲": 133, "件": 134, "价": 135, "任": 136, "份": 137, "仿": 138, "企": 139, "伊": 140, "伍": 141, "伎": 142, "伏": 143, "伐": 144, "休": 145, "众": 146, "优": 147, "伙": 148, "会": 149, "伛": 150, "伞": 151, "伟": 152, "传": 153, "伤": 154, "伦": 155, "伪": 156, "伫": 157, "伯": 158, "估": 159, "伴": 160, "伸": 161, "伺": 162, "似": 163, "伽": 164, "佃": 165, "但": 166, "位": 167, "低": 168, "住": 169, "佐": 170, "佑": 171, "体": 172, "何": 173, "佘": 174, "余": 175, "佚": 176, "佛": 177, "作": 178, "佟": 179, "你": 180, "佣": 181, "佥": 182, "佩": 183, "佬": 184, "佯": 185, "佰": 186, "佳": 187, "佼": 188, "使": 189, "侂": 190, "侃": 191, "侄": 192, "侈": 193, "例": 194, "侍": 195, "侏": 196, "侗": 197, "供": 198, "依": 199, "侠": 200, "侣": 201, "侦": 202, "侧": 203, "侨": 204, "侪": 205, "侬": 206, "侮": 207, "侯": 208, "侵": 209, "便": 210, "促": 211, "俄": 212, "俅": 213, "俊": 214, "俐": 215, "俗": 216, "俘": 217, "保": 218, "俞": 219, "信": 220, "俣": 221, "俨": 222, "俩": 223, "俭": 224, "修": 225, "俯": 226, "俱": 227, "俳": 228, "俵": 229, "俸": 230, "倍": 231, "倒": 232, "倘": 233, "候": 234, "倚": 235, "借": 236, "倡": 237, "倦": 238, "倪": 239, "倭": 240, "债": 241, "倻": 242, "值": 243, "倾": 244, "偃": 245, "假": 246, "偈": 247, "偏": 248, "偕": 249, "做": 250, "停": 251, "健": 252, "偲": 253, "偶": 254, "偷": 255, "偿": 256, "傀": 257, "傅": 258, "傍": 259, "傕": 260, "傣": 261, "储": 262, "傩": 263, "催": 264, "傲": 265, "像": 266, "僖": 267, "僚": 268, "僧": 269, "僵": 270, "儆": 271, "儋": 272, "儒": 273, "儡": 274, "儿": 275, "兀": 276, "允": 277, "元": 278, "兄": 279, "充": 280, "兆": 281, "先": 282, "光": 283, "克": 284, "免": 285, "兑": 286, "兔": 287, "兖": 288, "党": 289, "兜": 290, "入": 291, "全": 292, "八": 293, "公": 294, "六": 295, "兮": 296, "兰": 297, "共": 298, "关": 299, "兴": 300, "兵": 301, "其": 302, "具": 303, "典": 304, "兹": 305, "养": 306, "兼": 307, "兽": 308, "冀": 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1736, "柞": 1737, "柠": 1738, "查": 1739, "柩": 1740, "柬": 1741, "柯": 1742, "柰": 1743, "柱": 1744, "柳": 1745, "柴": 1746, "査": 1747, "柽": 1748, "柿": 1749, "栀": 1750, "栃": 1751, "栅": 1752, "标": 1753, "栈": 1754, "栉": 1755, "栋": 1756, "栎": 1757, "栏": 1758, "树": 1759, "栓": 1760, "栖": 1761, "栗": 1762, "校": 1763, "栢": 1764, "栩": 1765, "株": 1766, "样": 1767, "核": 1768, "根": 1769, "栻": 1770, "格": 1771, "栽": 1772, "栾": 1773, "桂": 1774, "桃": 1775, "桄": 1776, "框": 1777, "案": 1778, "桉": 1779, "桌": 1780, "桐": 1781, "桑": 1782, "桓": 1783, "桔": 1784, "桝": 1785, "桡": 1786, "桢": 1787, "档": 1788, "桤": 1789, "桥": 1790, "桦": 1791, "桧": 1792, "桨": 1793, "桩": 1794, "桫": 1795, "桶": 1796, "梁": 1797, "梅": 1798, "梓": 1799, "梗": 1800, "梢": 1801, "梦": 1802, "梧": 1803, "梨": 1804, "梭": 1805, "梯": 1806, "械": 1807, "梳": 1808, "梵": 1809, "梾": 1810, "检": 1811, "棁": 1812, "棉": 1813, "棋": 1814, "棍": 1815, "棒": 1816, "棕": 1817, "棘": 1818, "棚": 1819, "棠": 1820, "棣": 1821, "棨": 1822, "森": 1823, "棱": 1824, "棵": 1825, "棺": 1826, "椅": 1827, "椋": 1828, "植": 1829, "椎": 1830, "椒": 1831, "検": 1832, "椤": 1833, "椭": 1834, "椰": 1835, "椹": 1836, "椿": 1837, "楚": 1838, "楝": 1839, "楞": 1840, "楠": 1841, "楮": 1842, "楷": 1843, "楸": 1844, "楼": 1845, "概": 1846, "榄": 1847, "榆": 1848, "榈": 1849, "榉": 1850, "榔": 1851, "榕": 1852, "榖": 1853, "榙": 1854, "榛": 1855, "榜": 1856, "榧": 1857, "榨": 1858, "榭": 1859, "榴": 1860, "榻": 1861, "槐": 1862, "槚": 1863, "槛": 1864, "槟": 1865, "槭": 1866, "槱": 1867, "槲": 1868, "槽": 1869, "樊": 1870, "樟": 1871, "模": 1872, "樨": 1873, "横": 1874, "樱": 1875, "樵": 1876, "樽": 1877, "樾": 1878, "橄": 1879, "橇": 1880, "橐": 1881, "橘": 1882, "橙": 1883, "橡": 1884, "檀": 1885, "檐": 1886, "檗": 1887, "檬": 1888, "欠": 1889, "次": 1890, "欢": 1891, "欣": 1892, "欧": 1893, "欲": 1894, "欺": 1895, "款": 1896, "歆": 1897, "歇": 1898, "歉": 1899, "歌": 1900, "歙": 1901, "止": 1902, "正": 1903, "此": 1904, "步": 1905, "武": 1906, "歧": 1907, "歪": 1908, "歹": 1909, "死": 1910, "歼": 1911, "殃": 1912, "殆": 1913, "殉": 1914, "殊": 1915, "残": 1916, "殒": 1917, "殖": 1918, "殴": 1919, "段": 1920, "殷": 1921, "殿": 1922, "毁": 1923, "毅": 1924, "毋": 1925, "母": 1926, "每": 1927, "毒": 1928, "毓": 1929, "比": 1930, "毕": 1931, "毗": 1932, "毙": 1933, "毛": 1934, "毫": 1935, "氏": 1936, "民": 1937, "氓": 1938, "气": 1939, "氖": 1940, "氙": 1941, "氟": 1942, "氢": 1943, "氦": 1944, "氧": 1945, "氨": 1946, "氮": 1947, "氯": 1948, "氰": 1949, "水": 1950, "永": 1951, "汀": 1952, "汁": 1953, "求": 1954, "汇": 1955, "汉": 1956, "汐": 1957, "汕": 1958, "汗": 1959, "汛": 1960, "汜": 1961, "汝": 1962, "汞": 1963, "江": 1964, "池": 1965, "污": 1966, "汤": 1967, "汪": 1968, "汰": 1969, "汲": 1970, "汴": 1971, "汶": 1972, "汹": 1973, "汽": 1974, "汾": 1975, "沁": 1976, "沂": 1977, "沃": 1978, "沅": 1979, "沆": 1980, "沈": 1981, "沉": 1982, "沌": 1983, "沐": 1984, "沔": 1985, "沙": 1986, "沛": 1987, "沟": 1988, "没": 1989, "沤": 1990, "沥": 1991, "沦": 1992, "沧": 1993, "沪": 1994, "沫": 1995, "沭": 1996, "河": 1997, "沸": 1998, "油": 1999, "治": 2000, "沼": 2001, "沽": 2002, "沾": 2003, "沿": 2004, "泄": 2005, "泉": 2006, "泊": 2007, "泌": 2008, "泓": 2009, "法": 2010, "泗": 2011, "泛": 2012, "泠": 2013, "泡": 2014, "波": 2015, "泣": 2016, "泥": 2017, "注": 2018, "泪": 2019, "泮": 2020, "泯": 2021, "泰": 2022, "泱": 2023, "泳": 2024, "泵": 2025, "泷": 2026, "泸": 2027, "泻": 2028, "泼": 2029, "泽": 2030, "泾": 2031, "洁": 2032, "洋": 2033, "洐": 2034, "洒": 2035, "洗": 2036, "洙": 2037, "洛": 2038, "洞": 2039, "洣": 2040, "津": 2041, "洪": 2042, "洮": 2043, "洱": 2044, "洲": 2045, "洵": 2046, "活": 2047, "洽": 2048, "派": 2049, "流": 2050, "浅": 2051, "浆": 2052, "浇": 2053, "浉": 2054, "浊": 2055, "测": 2056, "济": 2057, "浏": 2058, "浑": 2059, "浓": 2060, "浔": 2061, "浙": 2062, "浚": 2063, "浞": 2064, "浦": 2065, "浩": 2066, "浪": 2067, "浮": 2068, "浴": 2069, "海": 2070, "浸": 2071, "涂": 2072, "涅": 2073, "消": 2074, "涉": 2075, "涌": 2076, "涓": 2077, "涛": 2078, "涝": 2079, "涞": 2080, "涟": 2081, "涡": 2082, "润": 2083, "涧": 2084, "涨": 2085, "涩": 2086, "涪": 2087, "涯": 2088, "液": 2089, "涵": 2090, "淀": 2091, "淄": 2092, "淅": 2093, "淆": 2094, "淇": 2095, "淋": 2096, "淑": 2097, "淖": 2098, "淘": 2099, "淞": 2100, "淡": 2101, "淤": 2102, "淫": 2103, "淮": 2104, "淯": 2105, "深": 2106, "淳": 2107, "混": 2108, "淹": 2109, "添": 2110, "淼": 2111, "清": 2112, "渊": 2113, "渌": 2114, "渎": 2115, "渐": 2116, "渔": 2117, "渗": 2118, "渚": 2119, "渝": 2120, "渠": 2121, "渡": 2122, "渣": 2123, "渤": 2124, "渥": 2125, "温": 2126, "渭": 2127, "港": 2128, "渲": 2129, "渴": 2130, "游": 2131, "湄": 2132, "湍": 2133, "湖": 2134, "湘": 2135, "湛": 2136, "湜": 2137, "湟": 2138, "湫": 2139, "湳": 2140, "湾": 2141, "湿": 2142, "溃": 2143, "溅": 2144, "溉": 2145, "源": 2146, "準": 2147, "溞": 2148, "溢": 2149, "溥": 2150, "溧": 2151, "溪": 2152, "溯": 2153, "溲": 2154, "溴": 2155, "溶": 2156, "溺": 2157, "滁": 2158, "滇": 2159, "滋": 2160, "滑": 2161, "滕": 2162, "滚": 2163, "滞": 2164, "满": 2165, "滤": 2166, "滥": 2167, "滨": 2168, "滩": 2169, "滴": 2170, "漂": 2171, "漆": 2172, "漏": 2173, "演": 2174, "漕": 2175, "漠": 2176, "漩": 2177, "漪": 2178, "漫": 2179, "漳": 2180, "漾": 2181, "潇": 2182, "潘": 2183, "潜": 2184, "潞": 2185, "潢": 2186, "潭": 2187, "潮": 2188, "澄": 2189, "澎": 2190, "澜": 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3101, "艾": 3102, "节": 3103, "芃": 3104, "芋": 3105, "芎": 3106, "芒": 3107, "芗": 3108, "芙": 3109, "芝": 3110, "芥": 3111, "芦": 3112, "芩": 3113, "芪": 3114, "芬": 3115, "芭": 3116, "芮": 3117, "芯": 3118, "芰": 3119, "花": 3120, "芳": 3121, "芷": 3122, "芸": 3123, "芹": 3124, "芽": 3125, "苁": 3126, "苇": 3127, "苈": 3128, "苋": 3129, "苍": 3130, "苎": 3131, "苏": 3132, "苑": 3133, "苓": 3134, "苔": 3135, "苗": 3136, "苛": 3137, "苞": 3138, "苟": 3139, "苡": 3140, "苣": 3141, "若": 3142, "苦": 3143, "苯": 3144, "英": 3145, "苳": 3146, "苴": 3147, "苷": 3148, "苹": 3149, "茂": 3150, "范": 3151, "茄": 3152, "茅": 3153, "茉": 3154, "茎": 3155, "茛": 3156, "茜": 3157, "茧": 3158, "茨": 3159, "茫": 3160, "茱": 3161, "茵": 3162, "茶": 3163, "茹": 3164, "荀": 3165, "荁": 3166, "荃": 3167, "荆": 3168, "草": 3169, "荐": 3170, "荒": 3171, "荔": 3172, "荚": 3173, "荛": 3174, "荠": 3175, "荡": 3176, "荣": 3177, "荥": 3178, "荦": 3179, "荧": 3180, "荨": 3181, "荪": 3182, "荫": 3183, "药": 3184, "荷": 3185, "荸": 3186, "荼": 3187, "荽": 3188, "莅": 3189, "莆": 3190, "莉": 3191, "莎": 3192, "莒": 3193, "莓": 3194, "莘": 3195, "莞": 3196, "莩": 3197, "莪": 3198, "莫": 3199, "莱": 3200, "莲": 3201, "莴": 3202, "获": 3203, "莹": 3204, "莺": 3205, "莼": 3206, "莽": 3207, "菀": 3208, "菁": 3209, "菅": 3210, "菇": 3211, "菉": 3212, "菊": 3213, "菌": 3214, "菏": 3215, "菜": 3216, "菝": 3217, "菠": 3218, "菩": 3219, "菱": 3220, "菲": 3221, "萁": 3222, "萃": 3223, "萄": 3224, "萌": 3225, "萍": 3226, "萎": 3227, "萘": 3228, "萝": 3229, "萤": 3230, "营": 3231, "萧": 3232, "萨": 3233, "萱": 3234, "��": 3235, "萼": 3236, "落": 3237, "葆": 3238, "葎": 3239, "著": 3240, "葛": 3241, "葜": 3242, "葡": 3243, "董": 3244, "葫": 3245, "葬": 3246, "葱": 3247, "葳": 3248, "葵": 3249, "葶": 3250, "蒂": 3251, "蒋": 3252, "蒙": 3253, "蒜": 3254, "蒟": 3255, "蒲": 3256, "蒴": 3257, "蒸": 3258, "蒺": 3259, "蒿": 3260, "蓄": 3261, "蓉": 3262, "蓍": 3263, "蓑": 3264, "蓝": 3265, "蓟": 3266, "蓣": 3267, "蓬": 3268, "蓼": 3269, "蔑": 3270, "蔓": 3271, "蔗": 3272, "蔚": 3273, "蔡": 3274, "蔬": 3275, "蔵": 3276, "蔷": 3277, "蔺": 3278, "蔻": 3279, "蔽": 3280, "蕃": 3281, "蕈": 3282, "蕉": 3283, "蕊": 3284, "蕗": 3285, "蕨": 3286, "蕲": 3287, "蕴": 3288, "蕾": 3289, "薄": 3290, "薇": 3291, "薖": 3292, "薛": 3293, "薨": 3294, "薪": 3295, "薮": 3296, "薯": 3297, "薷": 3298, "薹": 3299, "藉": 3300, "藏": 3301, "藓": 3302, "藔": 3303, "藜": 3304, "藤": 3305, "藨": 3306, "藩": 3307, "藳": 3308, "藻": 3309, "藿": 3310, "蘑": 3311, "蘸": 3312, "虎": 3313, "虏": 3314, "虐": 3315, "虑": 3316, "虔": 3317, "虚": 3318, "虞": 3319, "虫": 3320, "虬": 3321, "虱": 3322, "虹": 3323, "虻": 3324, "虽": 3325, "虾": 3326, "蚀": 3327, "蚁": 3328, "蚂": 3329, "蚊": 3330, "蚌": 3331, "蚓": 3332, "蚕": 3333, "蚜": 3334, "蚣": 3335, "蚤": 3336, "蚪": 3337, "蚬": 3338, "蚶": 3339, "蚺": 3340, "蛄": 3341, "蛇": 3342, "蛉": 3343, "蛊": 3344, "蛋": 3345, "蛎": 3346, "蛏": 3347, "蛙": 3348, "蛛": 3349, "蛤": 3350, "蛭": 3351, "蛮": 3352, "蛱": 3353, "蛲": 3354, "蛳": 3355, "蛸": 3356, "蛹": 3357, "蛾": 3358, "蜀": 3359, "蜂": 3360, "蜃": 3361, "蜈": 3362, "蜊": 3363, "蜍": 3364, "蜑": 3365, "蜓": 3366, "蜕": 3367, "蜗": 3368, "蜘": 3369, "蜜": 3370, "蜡": 3371, "蜥": 3372, "蜱": 3373, "蜴": 3374, "蜻": 3375, "蝇": 3376, "蝉": 3377, "蝌": 3378, "蝎": 3379, "蝙": 3380, "蝠": 3381, "蝮": 3382, "蝴": 3383, "蝶": 3384, "蝽": 3385, "蝾": 3386, "螂": 3387, "螃": 3388, "螈": 3389, "融": 3390, "螟": 3391, "螨": 3392, "螯": 3393, "螺": 3394, "蟀": 3395, "蟆": 3396, "蟋": 3397, "蟑": 3398, "蟒": 3399, "蟥": 3400, "蟹": 3401, "蟾": 3402, "蠋": 3403, "蠕": 3404, "蠢": 3405, "蠹": 3406, "血": 3407, "衅": 3408, "行": 3409, "衍": 3410, "衔": 3411, "街": 3412, "衙": 3413, "衡": 3414, "衢": 3415, "衣": 3416, "补": 3417, "表": 3418, "衫": 3419, "衬": 3420, "衰": 3421, "衷": 3422, "袁": 3423, "袋": 3424, "袍": 3425, "袒": 3426, "袓": 3427, "袖": 3428, "袜": 3429, "被": 3430, "袭": 3431, "裁": 3432, "裂": 3433, "装": 3434, "裔": 3435, "裕": 3436, "裘": 3437, "裙": 3438, "裤": 3439, "裬": 3440, "裴": 3441, "裸": 3442, "裹": 3443, "褐": 3444, "褒": 3445, "褓": 3446, "褚": 3447, "褧": 3448, "褪": 3449, "褶": 3450, "襄": 3451, "襟": 3452, "西": 3453, "要": 3454, "覃": 3455, "覆": 3456, "见": 3457, "观": 3458, "规": 3459, "觅": 3460, "视": 3461, "览": 3462, "觉": 3463, "角": 3464, "觚": 3465, "解": 3466, "触": 3467, "言": 3468, "詹": 3469, "誉": 3470, "誓": 3471, "諡": 3472, "諲": 3473, "謇": 3474, "警": 3475, "譬": 3476, "讚": 3477, "计": 3478, "订": 3479, "认": 3480, "讨": 3481, "让": 3482, "讫": 3483, "训": 3484, "议": 3485, "讯": 3486, "记": 3487, "讲": 3488, "讳": 3489, "讶": 3490, "讷": 3491, "许": 3492, "讹": 3493, "论": 3494, "讼": 3495, "讽": 3496, "设": 3497, "访": 3498, "诀": 3499, "证": 3500, "诃": 3501, "评": 3502, "识": 3503, "诈": 3504, "诉": 3505, "诊": 3506, "词": 3507, "诏": 3508, "译": 3509, "试": 3510, "诗": 3511, "诙": 3512, "诚": 3513, "诛": 3514, "话": 3515, "诞": 3516, "诟": 3517, "诠": 3518, "诡": 3519, "询": 3520, "该": 3521, "详": 3522, "诫": 3523, "诬": 3524, "语": 3525, "误": 3526, "诱": 3527, "说": 3528, "诵": 3529, "请": 3530, "诸": 3531, "诹": 3532, "诺": 3533, "读": 3534, "诽": 3535, "课": 3536, "谁": 3537, "调": 3538, "谅": 3539, "谈": 3540, "谊": 3541, "谋": 3542, "谌": 3543, "谍": 3544, "谎": 3545, "谏": 3546, "谐": 3547, "谒": 3548, "谓": 3549, "谕": 3550, "谚": 3551, "谛": 3552, "谜": 3553, "谟": 3554, "谠": 3555, "谢": 3556, "谣": 3557, "谤": 3558, "谥": 3559, "谦": 3560, "谨": 3561, "谪": 3562, "谬": 3563, "谭": 3564, "谯": 3565, "谱": 3566, "谴": 3567, "谶": 3568, "谷": 3569, "豁": 3570, "豆": 3571, "豌": 3572, "豚": 3573, "象": 3574, "豪": 3575, "豫": 3576, "豹": 3577, "貂": 3578, "貌": 3579, "貘": 3580, "贝": 3581, "贞": 3582, "负": 3583, "贡": 3584, "财": 3585, "责": 3586, "贤": 3587, "败": 3588, "账": 3589, "货": 3590, "质": 3591, "贩": 3592, "贪": 3593, "贫": 3594, "贬": 3595, "购": 3596, "贮": 3597, "贯": 3598, "贰": 3599, "贱": 3600, "贴": 3601, "贵": 3602, "贷": 3603, "贸": 3604, "费": 3605, "贺": 3606, "贻": 3607, "贼": 3608, "贾": 3609, "贿": 3610, "赁": 3611, "赂": 3612, "赃": 3613, "资": 3614, "赈": 3615, "赉": 3616, "赋": 3617, "赌": 3618, "赏": 3619, "赐": 3620, "赔": 3621, "赖": 3622, "赘": 3623, "赚": 3624, "赛": 3625, "赞": 3626, "赟": 3627, "赠": 3628, "赢": 3629, "赣": 3630, "赤": 3631, "赦": 3632, "赫": 3633, "赭": 3634, "走": 3635, "赴": 3636, "赵": 3637, "赶": 3638, "起": 3639, "趁": 3640, "超": 3641, "越": 3642, "趋": 3643, "趟": 3644, "趣": 3645, "足": 3646, "趴": 3647, "趾": 3648, "跃": 3649, "跆": 3650, "跋": 3651, "跌": 3652, "跑": 3653, "跖": 3654, "距": 3655, "跟": 3656, "跨": 3657, "跪": 3658, "路": 3659, "跳": 3660, "践": 3661, "跻": 3662, "踊": 3663, "踏": 3664, "踢": 3665, "踪": 3666, "蹄": 3667, "蹈": 3668, "蹴": 3669, "蹶": 3670, "身": 3671, "躯": 3672, "躲": 3673, "躺": 3674, "车": 3675, "轧": 3676, "轨": 3677, "轩": 3678, "转": 3679, "轭": 3680, "轮": 3681, "软": 3682, "轰": 3683, "轲": 3684, "轴": 3685, "轶": 3686, "轸": 3687, "轻": 3688, "载": 3689, "轿": 3690, "较": 3691, "辅": 3692, "辆": 3693, "辇": 3694, "辈": 3695, "辉": 3696, "辍": 3697, "辐": 3698, "辑": 3699, "输": 3700, "辕": 3701, "辖": 3702, "辗": 3703, "辙": 3704, "辛": 3705, "辜": 3706, "辞": 3707, "辟": 3708, "辣": 3709, "辨": 3710, "辩": 3711, "辰": 3712, "辱": 3713, "边": 3714, "込": 3715, "辽": 3716, "达": 3717, "迁": 3718, "迄": 3719, "迅": 3720, "过": 3721, "迈": 3722, "迎": 3723, "运": 3724, "近": 3725, "返": 3726, "还": 3727, "这": 3728, "进": 3729, "远": 3730, "违": 3731, "连": 3732, "迟": 3733, "迦": 3734, "迪": 3735, "迫": 3736, "迭": 3737, "述": 3738, "迷": 3739, "迹": 3740, "追": 3741, "退": 3742, "送": 3743, "适": 3744, "逃": 3745, "逆": 3746, "选": 3747, "逊": 3748, "逍": 3749, "透": 3750, "逐": 3751, "递": 3752, "途": 3753, "逗": 3754, "通": 3755, "逛": 3756, "逝": 3757, "速": 3758, "造": 3759, "逢": 3760, "逮": 3761, "逸": 3762, "逻": 3763, "逼": 3764, "遁": 3765, "遂": 3766, "遇": 3767, "遍": 3768, "遐": 3769, "遑": 3770, "道": 3771, "遗": 3772, "遣": 3773, "遥": 3774, "遭": 3775, "遮": 3776, "遵": 3777, "避": 3778, "邀": 3779, "邑": 3780, "邓": 3781, "邕": 3782, "邢": 3783, "那": 3784, "邦": 3785, "邨": 3786, "邪": 3787, "邬": 3788, "邮": 3789, "邯": 3790, "邰": 3791, "邱": 3792, "邳": 3793, "邵": 3794, "邸": 3795, "邹": 3796, "邺": 3797, "邻": 3798, "郁": 3799, "郃": 3800, "郊": 3801, "郎": 3802, "郑": 3803, "郓": 3804, "郝": 3805, "郡": 3806, "郤": 3807, "郦": 3808, "部": 3809, "郫": 3810, "郭": 3811, "郯": 3812, "郴": 3813, "郸": 3814, "都": 3815, "鄂": 3816, "鄙": 3817, "鄞": 3818, "鄣": 3819, "鄱": 3820, "酃": 3821, "酉": 3822, "酋": 3823, "酌": 3824, "配": 3825, "酐": 3826, "酒": 3827, "酚": 3828, "酢": 3829, "酥": 3830, "酪": 3831, "酬": 3832, "酮": 3833, "酯": 3834, "酰": 3835, "酱": 3836, "酵": 3837, "酶": 3838, "酷": 3839, "酸": 3840, "酿": 3841, "醇": 3842, "醉": 3843, "醋": 3844, "醒": 3845, "醚": 3846, "醛": 3847, "醮": 3848, "醯": 3849, "采": 3850, "釉": 3851, "释": 3852, "里": 3853, "重": 3854, "野": 3855, "量": 3856, "金": 3857, "釜": 3858, "鉴": 3859, "銮": 3860, "鋐": 3861, "鍊": 3862, "鎏": 3863, "鏊": 3864, "鑫": 3865, "针": 3866, "钉": 3867, "钊": 3868, "钌": 3869, "钓": 3870, "钕": 3871, "钗": 3872, "钙": 3873, "钛": 3874, "钜": 3875, "钝": 3876, "钟": 3877, "钠": 3878, "钡": 3879, "钢": 3880, "钥": 3881, "钦": 3882, "钧": 3883, "钨": 3884, "钩": 3885, "钪": 3886, "钫": 3887, "钮": 3888, "钯": 3889, "钰": 3890, "钱": 3891, "钲": 3892, "钴": 3893, "钵": 3894, "钹": 3895, "钻": 3896, "钼": 3897, "钾": 3898, "钿": 3899, "铀": 3900, "铁": 3901, "铂": 3902, "铃": 3903, "铅": 3904, "铆": 3905, "铋": 3906, "铎": 3907, "铜": 3908, "铝": 3909, "铟": 3910, "铠": 3911, "铣": 3912, "铨": 3913, "铬": 3914, "铭": 3915, "铮": 3916, "铯": 3917, "铰": 3918, "铲": 3919, "铳": 3920, "铵": 3921, "银": 3922, "铸": 3923, "铺": 3924, "铼": 3925, "铽": 3926, "链": 3927, "销": 3928, "锁": 3929, "锂": 3930, "锅": 3931, "锆": 3932, "锈": 3933, "锋": 3934, "锌": 3935, "锐": 3936, "锑": 3937, "错": 3938, "锚": 3939, "锡": 3940, "锣": 3941, "锤": 3942, "锥": 3943, "锦": 3944, "键": 3945, "锯": 3946, "锰": 3947, "锶": 3948, "锺": 3949, "锻": 3950, "镀": 3951, "镁": 3952, "镂": 3953, "镇": 3954, "镉": 3955, "镊": 3956, "镍": 3957, "镎": 3958, "镐": 3959, "镒": 3960, "镓": 3961, "镖": 3962, "镗": 3963, "镛": 3964, "镜": 3965, "镠": 3966, "镥": 3967, "镧": 3968, "镰": 3969, "镶": 3970, "长": 3971, "閒": 3972, "闍": 3973, "门": 3974, "闪": 3975, "闫": 3976, "闭": 3977, "问": 3978, "闯": 3979, "闰": 3980, "闱": 3981, "闲": 3982, "闳": 3983, "间": 3984, "闵": 3985, "闸": 3986, "闹": 3987, "闻": 3988, "闼": 3989, "闽": 3990, "闾": 3991, "阀": 3992, "阁": 3993, "阅": 3994, "阇": 3995, "阈": 3996, "阉": 3997, "阎": 3998, "阏": 3999, "阐": 4000, "阔": 4001, "阖": 4002, "阙": 4003, "阜": 4004, "队": 4005, "阪": 4006, "阮": 4007, "阱": 4008, "防": 4009, "阳": 4010, 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"鞍": 4102, "鞑": 4103, "鞘": 4104, "鞣": 4105, "鞭": 4106, "韦": 4107, "韧": 4108, "韩": 4109, "韬": 4110, "韭": 4111, "音": 4112, "韵": 4113, "韶": 4114, "頴": 4115, "页": 4116, "顶": 4117, "顷": 4118, "项": 4119, "顺": 4120, "须": 4121, "顽": 4122, "顾": 4123, "顿": 4124, "颁": 4125, "颂": 4126, "预": 4127, "颅": 4128, "领": 4129, "颇": 4130, "颈": 4131, "颉": 4132, "颊": 4133, "颌": 4134, "颍": 4135, "颐": 4136, "频": 4137, "颓": 4138, "颖": 4139, "颗": 4140, "题": 4141, "颜": 4142, "额": 4143, "颞": 4144, "颠": 4145, "颤": 4146, "风": 4147, "飒": 4148, "飓": 4149, "飘": 4150, "飙": 4151, "飞": 4152, "食": 4153, "餐": 4154, "餵": 4155, "饥": 4156, "饪": 4157, "饭": 4158, "饮": 4159, "饯": 4160, "饰": 4161, "饱": 4162, "饲": 4163, "饴": 4164, "饵": 4165, "饶": 4166, "饷": 4167, "饼": 4168, "饿": 4169, "馀": 4170, "馅": 4171, "馆": 4172, "馈": 4173, "馔": 4174, "首": 4175, "香": 4176, "馥": 4177, "馨": 4178, "馯": 4179, "马": 4180, "驭": 4181, "驯": 4182, "驰": 4183, "驱": 4184, "驳": 4185, "驴": 4186, "驶": 4187, "驷": 4188, "驸": 4189, "驹": 4190, "驻": 4191, "驼": 4192, 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