| --- |
| tags: |
| - espnet |
| - audio |
| - automatic-speech-recognition |
| language: jp |
| datasets: |
| - jsut |
| license: cc-by-4.0 |
| --- |
| |
| ## ESPnet2 ASR model |
|
|
| ### `pyf98/jsut_e_branchformer` |
|
|
| This model was trained by Yifan Peng using jsut recipe in [espnet](https://github.com/espnet/espnet/). |
|
|
| References: |
| - [E-Branchformer: Branchformer with Enhanced merging for speech recognition (SLT 2022)](https://arxiv.org/abs/2210.00077) |
| - [Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding (ICML 2022)](https://proceedings.mlr.press/v162/peng22a.html) |
|
|
| ### Demo: How to use in ESPnet2 |
|
|
| Follow the [ESPnet installation instructions](https://espnet.github.io/espnet/installation.html) |
| if you haven't done that already. |
|
|
| ```bash |
| cd espnet |
| git checkout a9b9e8efbd96d00dac33203bb3b5240ee6789800 |
| pip install -e . |
| cd egs2/jsut/asr1 |
| ./run.sh --skip_data_prep false --skip_train true --download_model pyf98/jsut_e_branchformer |
| ``` |
|
|
| <!-- Generated by scripts/utils/show_asr_result.sh --> |
| # RESULTS |
| ## Environments |
| - date: `Mon Feb 20 21:37:20 CST 2023` |
| - python version: `3.9.15 (main, Nov 24 2022, 14:31:59) [GCC 11.2.0]` |
| - espnet version: `espnet 202301` |
| - pytorch version: `pytorch 1.13.1` |
| - Git hash: `8fa6361886c246afbd90c6e2ef98596628bdeaa8` |
| - Commit date: `Fri Feb 17 16:47:46 2023 -0600` |
|
|
| ## exp/asr_train_asr_e_branchformer_e16_conv15_raw_jp_char_sp |
| ### WER |
|
|
| |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |
| |---|---|---|---|---|---|---|---|---| |
| |decode_transformer_lm_lm_train_lm_jp_char_valid.loss.ave_asr_model_valid.acc.ave/dev|250|250|14.8|85.2|0.0|0.0|85.2|85.2| |
| |decode_transformer_lm_lm_train_lm_jp_char_valid.loss.ave_asr_model_valid.acc.ave/eval1|250|250|12.0|88.0|0.0|0.0|88.0|88.0| |
|
|
| ### CER |
|
|
| |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |
| |---|---|---|---|---|---|---|---|---| |
| |decode_transformer_lm_lm_train_lm_jp_char_valid.loss.ave_asr_model_valid.acc.ave/dev|250|6349|89.3|8.4|2.2|1.1|11.8|85.2| |
| |decode_transformer_lm_lm_train_lm_jp_char_valid.loss.ave_asr_model_valid.acc.ave/eval1|250|5928|88.2|9.6|2.2|1.1|13.0|88.0| |
|
|
| ### TER |
|
|
| |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |
| |---|---|---|---|---|---|---|---|---| |
|
|
| ## ASR config |
|
|
| <details><summary>expand</summary> |
|
|
| ``` |
| config: conf/tuning/train_asr_e_branchformer_e16_conv15.yaml |
| print_config: false |
| log_level: INFO |
| dry_run: false |
| iterator_type: sequence |
| output_dir: exp/asr_train_asr_e_branchformer_e16_conv15_raw_jp_char_sp |
| ngpu: 1 |
| seed: 0 |
| num_workers: 1 |
| num_att_plot: 3 |
| dist_backend: nccl |
| dist_init_method: env:// |
| dist_world_size: null |
| dist_rank: null |
| local_rank: 0 |
| dist_master_addr: null |
| dist_master_port: null |
| dist_launcher: null |
| multiprocessing_distributed: false |
| unused_parameters: false |
| sharded_ddp: false |
| cudnn_enabled: true |
| cudnn_benchmark: false |
| cudnn_deterministic: true |
| collect_stats: false |
| write_collected_feats: false |
| max_epoch: 100 |
| patience: null |
| val_scheduler_criterion: |
| - valid |
| - loss |
| early_stopping_criterion: |
| - valid |
| - loss |
| - min |
| best_model_criterion: |
| - - valid |
| - acc |
| - max |
| keep_nbest_models: 10 |
| nbest_averaging_interval: 0 |
| grad_clip: 3 |
| grad_clip_type: 2.0 |
| grad_noise: false |
| accum_grad: 1 |
| no_forward_run: false |
| resume: true |
| train_dtype: float32 |
| use_amp: false |
| log_interval: null |
| use_matplotlib: true |
| use_tensorboard: true |
| create_graph_in_tensorboard: false |
| use_wandb: false |
| wandb_project: null |
| wandb_id: null |
| wandb_entity: null |
| wandb_name: null |
| wandb_model_log_interval: -1 |
| detect_anomaly: false |
| pretrain_path: null |
| init_param: [] |
| ignore_init_mismatch: false |
| freeze_param: [] |
| num_iters_per_epoch: null |
| batch_size: 20 |
| valid_batch_size: null |
| batch_bins: 15000000 |
| valid_batch_bins: null |
| train_shape_file: |
| - exp/asr_stats_raw_jp_char_sp/train/speech_shape |
| - exp/asr_stats_raw_jp_char_sp/train/text_shape.char |
| valid_shape_file: |
| - exp/asr_stats_raw_jp_char_sp/valid/speech_shape |
| - exp/asr_stats_raw_jp_char_sp/valid/text_shape.char |
| batch_type: numel |
| valid_batch_type: null |
| fold_length: |
| - 80000 |
| - 150 |
| sort_in_batch: descending |
| sort_batch: descending |
| multiple_iterator: false |
| chunk_length: 500 |
| chunk_shift_ratio: 0.5 |
| num_cache_chunks: 1024 |
| train_data_path_and_name_and_type: |
| - - dump/raw/tr_no_dev_sp/wav.scp |
| - speech |
| - sound |
| - - dump/raw/tr_no_dev_sp/text |
| - text |
| - text |
| valid_data_path_and_name_and_type: |
| - - dump/raw/dev/wav.scp |
| - speech |
| - sound |
| - - dump/raw/dev/text |
| - text |
| - text |
| allow_variable_data_keys: false |
| max_cache_size: 0.0 |
| max_cache_fd: 32 |
| valid_max_cache_size: null |
| exclude_weight_decay: false |
| exclude_weight_decay_conf: {} |
| optim: adam |
| optim_conf: |
| lr: 4.0 |
| scheduler: noamlr |
| scheduler_conf: |
| model_size: 256 |
| warmup_steps: 25000 |
| token_list: |
| - <blank> |
| - <unk> |
| - 、 |
| - の |
| - 。 |
| - い |
| - に |
| - る |
| - た |
| - は |
| - を |
| - て |
| - し |
| - が |
| - で |
| - と |
| - な |
| - ー |
| - か |
| - す |
| - っ |
| - れ |
| - ま |
| - ら |
| - こ |
| - り |
| - も |
| - く |
| - う |
| - あ |
| - ン |
| - さ |
| - き |
| - だ |
| - よ |
| - け |
| - ス |
| - ル |
| - ん |
| - め |
| - そ |
| - ト |
| - ど |
| - え |
| - つ |
| - 人 |
| - イ |
| - お |
| - ッ |
| - や |
| - ク |
| - リ |
| - ア |
| - わ |
| - ち |
| - ラ |
| - ば |
| - せ |
| - 行 |
| - シ |
| - ド |
| - 大 |
| - 一 |
| - 彼 |
| - 時 |
| - タ |
| - 中 |
| - レ |
| - 出 |
| - フ |
| - み |
| - 日 |
| - 見 |
| - ュ |
| - カ |
| - 生 |
| - ジ |
| - 間 |
| - チ |
| - バ |
| - 分 |
| - 入 |
| - ィ |
| - 事 |
| - 上 |
| - 手 |
| - ウ |
| - プ |
| - 物 |
| - ニ |
| - 本 |
| - テ |
| - ろ |
| - コ |
| - 自 |
| - ロ |
| - ャ |
| - 者 |
| - 合 |
| - ， |
| - 気 |
| - ム |
| - 女 |
| - ェ |
| - エ |
| - マ |
| - 方 |
| - ず |
| - 的 |
| - 私 |
| - じ |
| - デ |
| - メ |
| - 地 |
| - 場 |
| - グ |
| - べ |
| - 力 |
| - キ |
| - 言 |
| - 子 |
| - 部 |
| - 国 |
| - 持 |
| - 用 |
| - 学 |
| - 動 |
| - ブ |
| - 会 |
| - パ |
| - ズ |
| - オ |
| - 発 |
| - 業 |
| - 後 |
| - ほ |
| - 通 |
| - 前 |
| - 多 |
| - 何 |
| - ツ |
| - 高 |
| - ミ |
| - ビ |
| - 長 |
| - 体 |
| - 下 |
| - サ |
| - へ |
| - 目 |
| - 表 |
| - 要 |
| - ご |
| - 立 |
| - 来 |
| - 話 |
| - 性 |
| - む |
| - 現 |
| - げ |
| - 食 |
| - 定 |
| - 金 |
| - 年 |
| - ョ |
| - 小 |
| - 思 |
| - ょ |
| - ベ |
| - 家 |
| - 取 |
| - 作 |
| - 々 |
| - 明 |
| - 今 |
| - 度 |
| - 車 |
| - 全 |
| - 同 |
| - ネ |
| - 知 |
| - 理 |
| - 名 |
| - び |
| - セ |
| - 受 |
| - ナ |
| - 最 |
| - ピ |
| - 当 |
| - 使 |
| - 対 |
| - 所 |
| - 関 |
| - 代 |
| - ダ |
| - 少 |
| - 主 |
| - 道 |
| - 戦 |
| - 成 |
| - 心 |
| - 電 |
| - 面 |
| - ね |
| - 身 |
| - ケ |
| - 機 |
| - 実 |
| - モ |
| - 新 |
| - 法 |
| - 記 |
| - 意 |
| - 空 |
| - 必 |
| - 書 |
| - 水 |
| - 外 |
| - １ |
| - ギ |
| - 料 |
| - 不 |
| - 山 |
| - 語 |
| - 内 |
| - '1' |
| - 社 |
| - 世 |
| - ぶ |
| - ァ |
| - 強 |
| - ガ |
| - ぐ |
| - 化 |
| - 在 |
| - 向 |
| - 切 |
| - 重 |
| - ポ |
| - ハ |
| - ボ |
| - 変 |
| - 無 |
| - 付 |
| - 神 |
| - 感 |
| - 病 |
| - 回 |
| - 近 |
| - 結 |
| - 着 |
| - 音 |
| - 屋 |
| - 利 |
| - 能 |
| - 特 |
| - 王 |
| - 達 |
| - 海 |
| - 院 |
| - 乗 |
| - 点 |
| - ォ |
| - 相 |
| - 際 |
| - ホ |
| - 二 |
| - 品 |
| - 様 |
| - 数 |
| - 産 |
| - ペ |
| - 番 |
| - 色 |
| - 開 |
| - 聞 |
| - 落 |
| - 校 |
| - 男 |
| - 約 |
| - ぎ |
| - ゃ |
| - 原 |
| - 足 |
| - ワ |
| - 運 |
| - 悪 |
| - 転 |
| - 文 |
| - 風 |
| - 常 |
| - 情 |
| - 界 |
| - 考 |
| - 流 |
| - 以 |
| - 議 |
| - 口 |
| - 告 |
| - 形 |
| - 教 |
| - 仕 |
| - 込 |
| - 期 |
| - ヒ |
| - 問 |
| - 反 |
| - 線 |
| - 市 |
| - 続 |
| - 件 |
| - 解 |
| - 認 |
| - 指 |
| - ０ |
| - 楽 |
| - 連 |
| - 親 |
| - ザ |
| - 員 |
| - 画 |
| - 死 |
| - 状 |
| - ヴ |
| - '0' |
| - 良 |
| - 他 |
| - 直 |
| - 三 |
| - 呼 |
| - 経 |
| - 務 |
| - ゴ |
| - 予 |
| - 集 |
| - 失 |
| - 命 |
| - 引 |
| - 送 |
| - 計 |
| - 論 |
| - 急 |
| - 次 |
| - 天 |
| - ひ |
| - ざ |
| - 正 |
| - 存 |
| - 公 |
| - 味 |
| - 母 |
| - 過 |
| - 野 |
| - 可 |
| - 決 |
| - ２ |
| - 共 |
| - 信 |
| - 夜 |
| - 供 |
| - 有 |
| - 先 |
| - 置 |
| - 製 |
| - 違 |
| - 調 |
| - 加 |
| - 支 |
| - 初 |
| - 駅 |
| - 球 |
| - 士 |
| - 好 |
| - 友 |
| - 制 |
| - 愛 |
| - 両 |
| - 朝 |
| - 十 |
| - 飛 |
| - 伝 |
| - '2' |
| - 果 |
| - 美 |
| - 歩 |
| - ソ |
| - 顔 |
| - 真 |
| - 軍 |
| - 交 |
| - 州 |
| - 保 |
| - 別 |
| - 月 |
| - 判 |
| - 選 |
| - 民 |
| - ・ |
| - 術 |
| - 頭 |
| - 走 |
| - ヌ |
| - 格 |
| - 題 |
| - 治 |
| - 放 |
| - ノ |
| - ヤ |
| - 止 |
| - 由 |
| - 張 |
| - 白 |
| - 団 |
| - 願 |
| - 雨 |
| - 係 |
| - 降 |
| - 説 |
| - 断 |
| - 痛 |
| - 害 |
| - 馬 |
| - 川 |
| - 撃 |
| - 族 |
| - ぼ |
| - 活 |
| - 東 |
| - 読 |
| - 残 |
| - 払 |
| - 紙 |
| - 確 |
| - 難 |
| - 投 |
| - 争 |
| - 組 |
| - 進 |
| - 広 |
| - 報 |
| - 位 |
| - 技 |
| - 義 |
| - 類 |
| - 席 |
| - '5' |
| - 起 |
| - 葉 |
| - 限 |
| - 態 |
| - ゲ |
| - 配 |
| - 五 |
| - 構 |
| - 素 |
| - 試 |
| - 住 |
| - 政 |
| - 得 |
| - 石 |
| - '3' |
| - 誰 |
| - 単 |
| - 台 |
| - 売 |
| - 非 |
| - 覚 |
| - 古 |
| - 求 |
| - 質 |
| - 和 |
| - 接 |
| - 域 |
| - 値 |
| - 安 |
| - ヨ |
| - 任 |
| - 然 |
| - 速 |
| - 号 |
| - 験 |
| - 平 |
| - 注 |
| - 火 |
| - 建 |
| - 第 |
| - 領 |
| - 優 |
| - 店 |
| - 船 |
| - 終 |
| - 木 |
| - 局 |
| - 備 |
| - 造 |
| - 囲 |
| - 始 |
| - 姿 |
| - 等 |
| - 町 |
| - 我 |
| - 科 |
| - 式 |
| - 節 |
| - 四 |
| - 勢 |
| - 客 |
| - ゆ |
| - 役 |
| - 設 |
| - 効 |
| - 周 |
| - 飲 |
| - 土 |
| - 負 |
| - 待 |
| - 為 |
| - 元 |
| - 参 |
| - 量 |
| - 田 |
| - 肉 |
| - 異 |
| - 殺 |
| - 夫 |
| - 医 |
| - 故 |
| - 打 |
| - 側 |
| - 苦 |
| - づ |
| - 修 |
| - 消 |
| - 魔 |
| - ３ |
| - 買 |
| - 証 |
| - 絶 |
| - 追 |
| - 八 |
| - 低 |
| - 返 |
| - 費 |
| - 応 |
| - 振 |
| - 極 |
| - 熱 |
| - 個 |
| - 若 |
| - 与 |
| - 離 |
| - 早 |
| - 路 |
| - 光 |
| - 圧 |
| - 門 |
| - 細 |
| - 険 |
| - 容 |
| - 観 |
| - 半 |
| - 移 |
| - 権 |
| - 倒 |
| - 犯 |
| - 念 |
| - 突 |
| - 曲 |
| - 敵 |
| - 酒 |
| - 星 |
| - 薬 |
| - 処 |
| - 価 |
| - 器 |
| - 鉄 |
| - 療 |
| - 増 |
| - 望 |
| - 防 |
| - 師 |
| - 種 |
| - 西 |
| - 遺 |
| - 便 |
| - 乳 |
| - 都 |
| - 額 |
| - 室 |
| - 区 |
| - 装 |
| - ゼ |
| - 花 |
| - 収 |
| - 商 |
| - 漁 |
| - 君 |
| - 勝 |
| - 南 |
| - 申 |
| - 遅 |
| - 息 |
| - 段 |
| - 再 |
| - 声 |
| - 退 |
| - 冷 |
| - 京 |
| - 帰 |
| - 父 |
| - 絵 |
| - 服 |
| - 介 |
| - 競 |
| - 腕 |
| - 積 |
| - 精 |
| - 差 |
| - 枚 |
| - 職 |
| - ５ |
| - 黒 |
| - 赤 |
| - 基 |
| - 許 |
| - 攻 |
| - 図 |
| - 氏 |
| - 級 |
| - 階 |
| - 習 |
| - 恐 |
| - 給 |
| - '4' |
| - 登 |
| - 済 |
| - 育 |
| - 列 |
| - 根 |
| - 舞 |
| - 短 |
| - 去 |
| - 座 |
| - 御 |
| - 太 |
| - 演 |
| - 英 |
| - 各 |
| - 視 |
| - 温 |
| - 脈 |
| - 境 |
| - 館 |
| - 宇 |
| - 減 |
| - 闘 |
| - 宙 |
| - 青 |
| - 罪 |
| - 村 |
| - 訳 |
| - 示 |
| - 除 |
| - ぞ |
| - 功 |
| - 独 |
| - 旅 |
| - 警 |
| - 官 |
| - 寝 |
| - 敗 |
| - 属 |
| - 央 |
| - 僕 |
| - 資 |
| - 識 |
| - 散 |
| - 満 |
| - 円 |
| - 兼 |
| - 六 |
| - 静 |
| - 左 |
| - 歌 |
| - 七 |
| - 港 |
| - 園 |
| - 寄 |
| - 遠 |
| - 米 |
| - 写 |
| - 導 |
| - 守 |
| - 工 |
| - 惑 |
| - 協 |
| - 及 |
| - 提 |
| - 候 |
| - 総 |
| - 逆 |
| - 頼 |
| - 従 |
| - ぬ |
| - 助 |
| - 背 |
| - 遊 |
| - 激 |
| - 老 |
| - 派 |
| - 研 |
| - 九 |
| - 営 |
| - 描 |
| - 皇 |
| - 牛 |
| - 完 |
| - 影 |
| - 浮 |
| - 戻 |
| - 案 |
| - 横 |
| - 暴 |
| - 閉 |
| - 夏 |
| - 映 |
| - 笑 |
| - 被 |
| - 犬 |
| - 普 |
| - 護 |
| - 酸 |
| - 兵 |
| - 策 |
| - 農 |
| - 薄 |
| - 腹 |
| - ユ |
| - 婚 |
| - 歯 |
| - 島 |
| - 辺 |
| - 波 |
| - 想 |
| - 恋 |
| - ふ |
| - 改 |
| - 般 |
| - 例 |
| - 歳 |
| - 型 |
| - 比 |
| - 照 |
| - 欠 |
| - 養 |
| - 弾 |
| - 骨 |
| - 橋 |
| - 街 |
| - 髪 |
| - 税 |
| - 午 |
| - 季 |
| - 破 |
| - 算 |
| - 渡 |
| - 察 |
| - 筋 |
| - 途 |
| - 栄 |
| - 禁 |
| - 毎 |
| - 象 |
| - 困 |
| - 乱 |
| - 混 |
| - 究 |
| - 戸 |
| - 票 |
| - '9' |
| - 曜 |
| - ６ |
| - 抜 |
| - 歴 |
| - 史 |
| - 血 |
| - 礼 |
| - 損 |
| - 深 |
| - 仲 |
| - 武 |
| - 像 |
| - 首 |
| - 休 |
| - ヘ |
| - 述 |
| - 留 |
| - 字 |
| - 魚 |
| - 材 |
| - 布 |
| - 企 |
| - 帯 |
| - 標 |
| - 宿 |
| - 陸 |
| - 洗 |
| - 妻 |
| - 隠 |
| - 昔 |
| - 固 |
| - 訪 |
| - 専 |
| - 救 |
| - 井 |
| - 拠 |
| - 末 |
| - 衆 |
| - 洋 |
| - 岸 |
| - 束 |
| - 延 |
| - 省 |
| - 沿 |
| - 寺 |
| - 右 |
| - 含 |
| - 府 |
| - 換 |
| - 週 |
| - ８ |
| - 貴 |
| - 条 |
| - 北 |
| - 百 |
| - 端 |
| - 管 |
| - 爆 |
| - 福 |
| - 練 |
| - 程 |
| - 徒 |
| - 焼 |
| - 越 |
| - 統 |
| - 将 |
| - 率 |
| - 授 |
| - 壁 |
| - 万 |
| - 隣 |
| - 霊 |
| - 婦 |
| - 植 |
| - 慣 |
| - 織 |
| - 居 |
| - 荷 |
| - 請 |
| - 系 |
| - 否 |
| - 押 |
| - 宮 |
| - 預 |
| - 録 |
| - 響 |
| - 簡 |
| - 鳥 |
| - 暗 |
| - 幸 |
| - 労 |
| - ４ |
| - 余 |
| - 詳 |
| - 猫 |
| - 傾 |
| - 挙 |
| - 折 |
| - 並 |
| - 緒 |
| - 毛 |
| - 跡 |
| - 因 |
| - 板 |
| - 灰 |
| - 頃 |
| - 煙 |
| - 陽 |
| - 捕 |
| - 健 |
| - ９ |
| - 喜 |
| - 割 |
| - 軽 |
| - 巻 |
| - 玉 |
| - 娘 |
| - 燃 |
| - 剣 |
| - 輪 |
| - 滅 |
| - 症 |
| - 滑 |
| - 賞 |
| - 鳴 |
| - 訴 |
| - ぱ |
| - 杯 |
| - 夕 |
| - 阪 |
| - 丸 |
| - 銃 |
| - 徴 |
| - 雪 |
| - 迎 |
| - 屈 |
| - 危 |
| - 縁 |
| - 忘 |
| - 働 |
| - 射 |
| - 令 |
| - 恵 |
| - 厳 |
| - 障 |
| - 硬 |
| - 弱 |
| - 亡 |
| - 聖 |
| - 兄 |
| - 皆 |
| - 驚 |
| - 検 |
| - 藩 |
| - 埋 |
| - 句 |
| - 答 |
| - 層 |
| - 環 |
| - 尊 |
| - 催 |
| - 避 |
| - 昨 |
| - 岩 |
| - 益 |
| - 編 |
| - 包 |
| - 繁 |
| - 具 |
| - 未 |
| - 油 |
| - 規 |
| - 替 |
| - 納 |
| - ７ |
| - 航 |
| - 博 |
| - 角 |
| - 査 |
| - 拝 |
| - 裏 |
| - 志 |
| - 脚 |
| - 緊 |
| - '7' |
| - 豊 |
| - 慢 |
| - 森 |
| - 況 |
| - 裁 |
| - 晩 |
| - 覆 |
| - 冊 |
| - 札 |
| - 載 |
| - 財 |
| - 占 |
| - 源 |
| - 雄 |
| - 邦 |
| - 脱 |
| - 準 |
| - 銀 |
| - 招 |
| - 符 |
| - 適 |
| - 司 |
| - 展 |
| - 嫌 |
| - 脳 |
| - 晴 |
| - 販 |
| - 探 |
| - 鎮 |
| - 弁 |
| - 抱 |
| - 略 |
| - 奏 |
| - 柄 |
| - 掲 |
| - 香 |
| - 胞 |
| - 勘 |
| - 獲 |
| - 快 |
| - 汚 |
| - 刻 |
| - 責 |
| - 芸 |
| - 謝 |
| - 推 |
| - 厚 |
| - 庭 |
| - 茶 |
| - 版 |
| - 腰 |
| - 匹 |
| - 臓 |
| - 易 |
| - 炭 |
| - 密 |
| - 免 |
| - 吹 |
| - 印 |
| - 傷 |
| - 既 |
| - 塩 |
| - 評 |
| - 著 |
| - 召 |
| - 菌 |
| - 欲 |
| - 盛 |
| - 趣 |
| - 依 |
| - 釣 |
| - 景 |
| - 借 |
| - 至 |
| - 施 |
| - 浴 |
| - 誤 |
| - 草 |
| - 更 |
| - 鍵 |
| - 掛 |
| - 邪 |
| - 泣 |
| - 春 |
| - 河 |
| - 奥 |
| - 片 |
| - 隊 |
| - 築 |
| - 吉 |
| - 箱 |
| - 豆 |
| - ぴ |
| - 怖 |
| - 討 |
| - 拍 |
| - 雑 |
| - 帝 |
| - 宝 |
| - 床 |
| - 侵 |
| - 担 |
| - 干 |
| - 墓 |
| - 刀 |
| - 妃 |
| - 壊 |
| - 超 |
| - 隔 |
| - 眠 |
| - 砂 |
| - 緑 |
| - ぜ |
| - 慮 |
| - 宗 |
| - 模 |
| - 吸 |
| - 届 |
| - 頂 |
| - 炎 |
| - 噂 |
| - 乾 |
| - 順 |
| - 詰 |
| - 康 |
| - 刺 |
| - 勤 |
| - 刑 |
| - 城 |
| - 荒 |
| - 革 |
| - 祖 |
| - 芝 |
| - 飾 |
| - 泊 |
| - 握 |
| - 幅 |
| - 揺 |
| - 華 |
| - ぽ |
| - 併 |
| - 粒 |
| - 巣 |
| - 署 |
| - 範 |
| - 冠 |
| - 肝 |
| - 履 |
| - '6' |
| - 銭 |
| - 復 |
| - 紀 |
| - 露 |
| - 偶 |
| - 甲 |
| - 騒 |
| - 卒 |
| - 善 |
| - 党 |
| - 扱 |
| - 微 |
| - 姉 |
| - 抗 |
| - 採 |
| - 群 |
| - 胸 |
| - 県 |
| - 逃 |
| - 柔 |
| - 興 |
| - 清 |
| - 冬 |
| - 律 |
| - 尾 |
| - 賛 |
| - 孫 |
| - 鈴 |
| - 絡 |
| - 筆 |
| - 妙 |
| - 針 |
| - 補 |
| - 襲 |
| - 仮 |
| - 毒 |
| - 溶 |
| - 富 |
| - 勉 |
| - 丁 |
| - 仏 |
| - 伴 |
| - 締 |
| - 鉱 |
| - 靴 |
| - 悲 |
| - 窓 |
| - 弟 |
| - 秘 |
| - 己 |
| - 怪 |
| - 撮 |
| - 迷 |
| - 液 |
| - 揚 |
| - 疎 |
| - 夢 |
| - 児 |
| - 虫 |
| - 仰 |
| - 腐 |
| - 盗 |
| - 概 |
| - 核 |
| - 複 |
| - 湖 |
| - 停 |
| - 秒 |
| - 称 |
| - 妖 |
| - 旨 |
| - '8' |
| - 林 |
| - 駄 |
| - 迫 |
| - 冒 |
| - 誘 |
| - 塗 |
| - 諸 |
| - 永 |
| - 劇 |
| - 貨 |
| - 眼 |
| - 祭 |
| - 互 |
| - 砲 |
| - 封 |
| - 疑 |
| - 課 |
| - 臣 |
| - 昼 |
| - 詩 |
| - 俺 |
| - 触 |
| - 幼 |
| - 俳 |
| - 郵 |
| - 到 |
| - 駆 |
| - 豪 |
| - 岡 |
| - 控 |
| - 疲 |
| - 瞬 |
| - 戒 |
| - 似 |
| - 監 |
| - 殿 |
| - 継 |
| - 稿 |
| - 膜 |
| - 魅 |
| - 皿 |
| - 偉 |
| - 卵 |
| - 灯 |
| - 忍 |
| - 袋 |
| - 郎 |
| - 辞 |
| - 暮 |
| - 煮 |
| - 伸 |
| - 了 |
| - 則 |
| - 釈 |
| - 裕 |
| - 樹 |
| - 底 |
| - 糸 |
| - 羽 |
| - 談 |
| - 悔 |
| - 透 |
| - 飯 |
| - 浸 |
| - 皮 |
| - 暖 |
| - 奮 |
| - 械 |
| - 紹 |
| - 魂 |
| - 染 |
| - 洞 |
| - 裂 |
| - 巡 |
| - 菜 |
| - 宅 |
| - 績 |
| - 葬 |
| - 秋 |
| - 尽 |
| - 駐 |
| - 却 |
| - 繰 |
| - 甘 |
| - 儀 |
| - 傘 |
| - 鼻 |
| - 診 |
| - 奪 |
| - 麗 |
| - 距 |
| - 寒 |
| - 抑 |
| - 麦 |
| - 援 |
| - 氷 |
| - 審 |
| - 患 |
| - 陣 |
| - 衝 |
| - 憶 |
| - 充 |
| - 怒 |
| - 耐 |
| - ヶ |
| - 稲 |
| - 崩 |
| - 聴 |
| - 均 |
| - 鋼 |
| - 踏 |
| - 遭 |
| - 黄 |
| - 典 |
| - 廃 |
| - 繋 |
| - 濃 |
| - 秀 |
| - 粉 |
| - 遇 |
| - 臭 |
| - 如 |
| - 倉 |
| - 湯 |
| - 泉 |
| - 株 |
| - 測 |
| - 講 |
| - 盟 |
| - 努 |
| - 恥 |
| - 狂 |
| - 堅 |
| - 畑 |
| - 貧 |
| - 彩 |
| - 鹿 |
| - 祝 |
| - 碑 |
| - 棚 |
| - 執 |
| - 才 |
| - 耳 |
| - 焦 |
| - 拳 |
| - ぷ |
| - 揮 |
| - 久 |
| - 騎 |
| - 鯨 |
| - 偽 |
| - 緩 |
| - 遣 |
| - 携 |
| - 舌 |
| - 糖 |
| - 房 |
| - 虚 |
| - 辛 |
| - 暑 |
| - 塞 |
| - 鬼 |
| - 鋭 |
| - 麻 |
| - 澄 |
| - ぺ |
| - 郡 |
| - 汗 |
| - 刃 |
| - 姫 |
| - 潰 |
| - 滴 |
| - 劣 |
| - 承 |
| - ゅ |
| - 奴 |
| - 棄 |
| - 翌 |
| - 唯 |
| - 嘘 |
| - 寿 |
| - 昇 |
| - 詞 |
| - 妹 |
| - 舎 |
| - 巨 |
| - 索 |
| - 贈 |
| - 輸 |
| - 購 |
| - 威 |
| - 輩 |
| - 旧 |
| - 牧 |
| - 貸 |
| - 宴 |
| - 刈 |
| - 貯 |
| - 整 |
| - 濯 |
| - 千 |
| - 犠 |
| - 牲 |
| - 凍 |
| - 災 |
| - 嵐 |
| - 析 |
| - 衣 |
| - 崖 |
| - 紛 |
| - 奇 |
| - 希 |
| - 咲 |
| - 懸 |
| - 肩 |
| - 寂 |
| - 賄 |
| - 芽 |
| - 悩 |
| - 肥 |
| - 懐 |
| - 震 |
| - 鏡 |
| - 搭 |
| - 謀 |
| - 帳 |
| - 酔 |
| - 敷 |
| - 竜 |
| - 爪 |
| - 盤 |
| - 殊 |
| - 憎 |
| - 慕 |
| - ゥ |
| - 僧 |
| - 章 |
| - 瓶 |
| - 寧 |
| - 随 |
| - 殖 |
| - 縮 |
| - 漆 |
| - 漢 |
| - 沈 |
| - 没 |
| - 幕 |
| - 坊 |
| - 籠 |
| - 椅 |
| - 綿 |
| - 松 |
| - 狭 |
| - 飼 |
| - 漫 |
| - 翻 |
| - 穴 |
| - 較 |
| - 脇 |
| - 衛 |
| - 脅 |
| - 委 |
| - 覧 |
| - 渉 |
| - 綺 |
| - 炉 |
| - 操 |
| - 棒 |
| - 枯 |
| - 陥 |
| - 致 |
| - 踊 |
| - 掘 |
| - 僚 |
| - 拒 |
| - 就 |
| - 欧 |
| - 挑 |
| - 陰 |
| - 珍 |
| - 机 |
| - 徳 |
| - 訓 |
| - 削 |
| - 賂 |
| - 肌 |
| - 涼 |
| - 拡 |
| - 溢 |
| - 臨 |
| - 挨 |
| - 拶 |
| - 敬 |
| - 搬 |
| - 翼 |
| - 癒 |
| - 鉢 |
| - 喰 |
| - 狙 |
| - 垂 |
| - 棟 |
| - 艦 |
| - 茂 |
| - 鮮 |
| - 躍 |
| - 鍛 |
| - 禰 |
| - 讃 |
| - 俵 |
| - 喉 |
| - 渇 |
| - 捨 |
| - 叩 |
| - 佐 |
| - 脂 |
| - 衰 |
| - 湿 |
| - 双 |
| - 壮 |
| - 網 |
| - 祈 |
| - 郊 |
| - 哀 |
| - 絞 |
| - 黙 |
| - 漂 |
| - 錠 |
| - 忙 |
| - 忠 |
| - 渋 |
| - 谷 |
| - 枝 |
| - 喧 |
| - 穀 |
| - 譲 |
| - 癖 |
| - 暇 |
| - 慎 |
| - 憂 |
| - 往 |
| - 飽 |
| - 蛇 |
| - 伏 |
| - 蓄 |
| - 淡 |
| - 池 |
| - 旦 |
| - 喫 |
| - 坂 |
| - 嘆 |
| - 猟 |
| - 韓 |
| - 郷 |
| - 項 |
| - 卑 |
| - 怨 |
| - 殴 |
| - 幽 |
| - 狩 |
| - 鼓 |
| - 涙 |
| - 排 |
| - 貢 |
| - 筒 |
| - 挟 |
| - 券 |
| - 桜 |
| - 廊 |
| - 孤 |
| - 弓 |
| - 竹 |
| - 躊 |
| - 躇 |
| - 薦 |
| - 滞 |
| - 寮 |
| - 粘 |
| - 洒 |
| - 紫 |
| - 悟 |
| - 尋 |
| - 梅 |
| - 彫 |
| - '-' |
| - 晶 |
| - 謙 |
| - 岳 |
| - 墨 |
| - 潤 |
| - 扉 |
| - 擬 |
| - ゾ |
| - 沢 |
| - 徹 |
| - 潔 |
| - 糧 |
| - 培 |
| - 藤 |
| - 拾 |
| - 濡 |
| - 胃 |
| - 堂 |
| - 唇 |
| - 庫 |
| - 智 |
| - 粗 |
| - 嘩 |
| - 蔵 |
| - 創 |
| - 猛 |
| - 呂 |
| - 偏 |
| - 窮 |
| - 雲 |
| - 羊 |
| - 熟 |
| - 還 |
| - 傍 |
| - 懲 |
| - 江 |
| - 輝 |
| - 猿 |
| - 丈 |
| - 鶏 |
| - 吐 |
| - 択 |
| - 跳 |
| - 維 |
| - 剤 |
| - 腫 |
| - 漏 |
| - 添 |
| - 縫 |
| - 呪 |
| - 掃 |
| - 曇 |
| - 眺 |
| - 慈 |
| - 幾 |
| - 巧 |
| - 雷 |
| - 稼 |
| - 沸 |
| - 溝 |
| - 里 |
| - 斬 |
| - 摂 |
| - 茎 |
| - 旗 |
| - 蹴 |
| - 紅 |
| - 孔 |
| - 惜 |
| - 祀 |
| - 雰 |
| - 苗 |
| - 憧 |
| - 藻 |
| - 稚 |
| - 穂 |
| - 煩 |
| - 薩 |
| - 丘 |
| - 窒 |
| - 弦 |
| - 架 |
| - 杖 |
| - 冥 |
| - 蓋 |
| - 鈍 |
| - 庁 |
| - 琉 |
| - 飄 |
| - 寓 |
| - 樫 |
| - 嶋 |
| - 鵜 |
| - 瀬 |
| - 淵 |
| - 寵 |
| - 髣 |
| - 髴 |
| - 渠 |
| - 璧 |
| - 促 |
| - 勇 |
| - 獄 |
| - 顧 |
| - 仙 |
| - 栽 |
| - 契 |
| - 酷 |
| - 逮 |
| - 闇 |
| - 亜 |
| - 肺 |
| - 凄 |
| - 頻 |
| - 醜 |
| - 枠 |
| - 絹 |
| - 虎 |
| - 赦 |
| - 堪 |
| - 泳 |
| - 膚 |
| - 励 |
| - 誠 |
| - 穫 |
| - 批 |
| - 之 |
| - 賃 |
| - 旬 |
| - 幹 |
| - 砕 |
| - 蒸 |
| - 烈 |
| - 齢 |
| - 把 |
| - 伯 |
| - 膨 |
| - 挫 |
| - 純 |
| - 誕 |
| - 倍 |
| - 膝 |
| - 幻 |
| - 献 |
| - 撲 |
| - 鉛 |
| - 嬉 |
| - 撤 |
| - 矢 |
| - 纏 |
| - 舗 |
| - 喋 |
| - 浄 |
| - 遂 |
| - 苔 |
| - 銘 |
| - 醸 |
| - 奉 |
| - 尻 |
| - 塊 |
| - 唱 |
| - 恨 |
| - 憩 |
| - 紋 |
| - 遮 |
| - 凝 |
| - 徐 |
| - 駒 |
| - 詠 |
| - 崇 |
| - 喪 |
| - 柱 |
| - 隙 |
| - 扇 |
| - 酢 |
| - 喚 |
| - 羨 |
| - 雌 |
| - 豚 |
| - 邸 |
| - 芯 |
| - 債 |
| - 姓 |
| - 玄 |
| - 匠 |
| - 錬 |
| - 潟 |
| - 妓 |
| - 啓 |
| - 剝 |
| - 「 |
| - 」 |
| - 肪 |
| - 乙 |
| - 痩 |
| - 飢 |
| - 軒 |
| - 塁 |
| - 錯 |
| - 逝 |
| - 迦 |
| - 怠 |
| - 盾 |
| - 疫 |
| - 看 |
| - 峡 |
| - 浅 |
| - 湾 |
| - 貞 |
| - 賀 |
| - 囚 |
| - 誉 |
| - 脆 |
| - 欺 |
| - 叔 |
| - 妬 |
| - 羅 |
| - 珠 |
| - 笛 |
| - 刷 |
| - 摘 |
| - 妨 |
| - 斜 |
| - 抵 |
| - 吠 |
| - 愁 |
| - 沖 |
| - 罰 |
| - 貿 |
| - 洪 |
| - 乏 |
| - 誓 |
| - 貫 |
| - 惨 |
| - 捜 |
| - 盆 |
| - 閣 |
| - 誇 |
| - 哨 |
| - 箇 |
| - 償 |
| - 痢 |
| - 倫 |
| - 髄 |
| - 穏 |
| - 拭 |
| - 潮 |
| - 綱 |
| - 虐 |
| - 縛 |
| - 荘 |
| - 唄 |
| - 舟 |
| - 梗 |
| - 菓 |
| - 恩 |
| - 督 |
| - 獣 |
| - 凶 |
| - 敏 |
| - 轄 |
| - 褐 |
| - 泡 |
| - 餌 |
| - 漬 |
| - 童 |
| - 襦 |
| - 袢 |
| - 塚 |
| - 暦 |
| - 墳 |
| - 鐘 |
| - 掴 |
| - 庶 |
| - 唐 |
| - 畳 |
| - 即 |
| - 吏 |
| - 循 |
| - 艶 |
| - 腔 |
| - 霜 |
| - 咽 |
| - 那 |
| - 腺 |
| - 唾 |
| - 侍 |
| - 箋 |
| - 狼 |
| - 憤 |
| - 隅 |
| - 蜂 |
| - 燥 |
| - 逸 |
| - 仁 |
| - 瓦 |
| - 琴 |
| - 藍 |
| - 潜 |
| - 陶 |
| - 篤 |
| - 縄 |
| - 渦 |
| - 鎖 |
| - 鋳 |
| - 該 |
| - 浦 |
| - 蚕 |
| - 丼 |
| - 是 |
| - 摩 |
| - 頸 |
| - 叱 |
| - ？ |
| - 霞 |
| - 函 |
| - 帽 |
| - 序 |
| - 溺 |
| - 牢 |
| - 践 |
| - 勧 |
| - 挿 |
| - 葛 |
| - 槽 |
| - 浜 |
| - 副 |
| - 歓 |
| - 剥 |
| - 賢 |
| - 謹 |
| - 悼 |
| - 頑 |
| - 汽 |
| - 嫁 |
| - 縦 |
| - 迅 |
| - 鍋 |
| - 征 |
| - 矯 |
| - 雅 |
| - 炊 |
| - 濫 |
| - 騙 |
| - 堤 |
| - 賜 |
| - 繕 |
| - 旋 |
| - 昆 |
| - 紳 |
| - 肘 |
| - 棋 |
| - 譜 |
| - 睡 |
| - 宛 |
| - 崎 |
| - 克 |
| - 禎 |
| - 籍 |
| - 妥 |
| - 陪 |
| - 瘍 |
| - 凡 |
| - 叫 |
| - 繊 |
| - 霧 |
| - 磨 |
| - 貼 |
| - 哺 |
| - 雇 |
| - 靖 |
| - 挽 |
| - 窟 |
| - 胆 |
| - 掌 |
| - 乃 |
| - 聡 |
| - 錐 |
| - 狐 |
| - 椎 |
| - 卸 |
| - 浪 |
| - 貌 |
| - 錦 |
| - 炒 |
| - 廷 |
| - 袖 |
| - 兆 |
| - 津 |
| - 又 |
| - 億 |
| - 辱 |
| - 鶴 |
| - 襟 |
| - 訟 |
| - 寸 |
| - 伺 |
| - 融 |
| - 噛 |
| - 帆 |
| - 搾 |
| - 剛 |
| - 柵 |
| - 謡 |
| - 懇 |
| - 筑 |
| - 噴 |
| - 曖 |
| - 昧 |
| - 薪 |
| - 礁 |
| - 裸 |
| - 麓 |
| - 痕 |
| - 罵 |
| - 嬢 |
| - 刹 |
| - 擦 |
| - 俗 |
| - 慌 |
| - 畏 |
| - 逓 |
| - 侯 |
| - 爵 |
| - 忌 |
| - 淫 |
| - 濁 |
| - 鑑 |
| - 嫡 |
| - 菊 |
| - 妊 |
| - 弄 |
| - 醒 |
| - 勃 |
| - 亀 |
| - 泥 |
| - 餅 |
| - 紡 |
| - 陳 |
| - 拙 |
| - 戯 |
| - 嚢 |
| - 升 |
| - 酌 |
| - 薔 |
| - 薇 |
| - 塾 |
| - 甚 |
| - 疾 |
| - 賠 |
| - 軟 |
| - 凹 |
| - 凸 |
| - 眉 |
| - 慶 |
| - 曹 |
| - 頓 |
| - 軸 |
| - 酪 |
| - 杏 |
| - 托 |
| - 泌 |
| - 椒 |
| - 芳 |
| - 憑 |
| - 桃 |
| - 暁 |
| - 抽 |
| - 彰 |
| - 冶 |
| - 銅 |
| - 諭 |
| - 礎 |
| - 賭 |
| - 捻 |
| - 桑 |
| - 岐 |
| - 坐 |
| - 嗅 |
| - 硫 |
| - 斥 |
| - 匂 |
| - 峰 |
| - 但 |
| - 尼 |
| - 閥 |
| - 奔 |
| - 埼 |
| - 奈 |
| - 飴 |
| - 酵 |
| - 肢 |
| - 朽 |
| - 殆 |
| - 麺 |
| - 砦 |
| - 廓 |
| - 耗 |
| - 弘 |
| - 捗 |
| - 湧 |
| - 慰 |
| - 閑 |
| - 萎 |
| - 括 |
| - 禅 |
| - 殻 |
| - 埃 |
| - 緯 |
| - Ｉ |
| - 刊 |
| - 貝 |
| - 絨 |
| - 毯 |
| - 措 |
| - 勾 |
| - 煽 |
| - 鼠 |
| - 辰 |
| - 賦 |
| - 矛 |
| - 罹 |
| - 鬱 |
| - 僅 |
| - 弥 |
| - 馳 |
| - 婆 |
| - 祉 |
| - 募 |
| - 須 |
| - 詐 |
| - 轟 |
| - 鯉 |
| - 鱒 |
| - 累 |
| - 稽 |
| - 涯 |
| - 其 |
| - 巾 |
| - 喝 |
| - 伍 |
| - 需 |
| - 罠 |
| - 鳩 |
| - 沼 |
| - 恢 |
| - 戚 |
| - 扶 |
| - 腱 |
| - 冗 |
| - 綴 |
| - 酬 |
| - 昭 |
| - 呆 |
| - 憾 |
| - 寛 |
| - 遥 |
| - 沃 |
| - 阻 |
| - 拷 |
| - 坦 |
| - 偵 |
| - 貰 |
| - 擁 |
| - 溜 |
| - 惧 |
| - 敢 |
| - 垣 |
| - 軌 |
| - 隻 |
| - 寡 |
| - 蜘 |
| - 蛛 |
| - 侮 |
| - 諺 |
| - 綾 |
| - 諾 |
| - 瞭 |
| - 髷 |
| - 衡 |
| - 庸 |
| - 朱 |
| - 饒 |
| - 圏 |
| - 賊 |
| - 汁 |
| - 詣 |
| - 鎧 |
| - 掟 |
| - 裔 |
| - 斯 |
| - 臍 |
| - 嫉 |
| - 乞 |
| - 傑 |
| - 枕 |
| - 悠 |
| - 遍 |
| - 壇 |
| - 屍 |
| - 嗜 |
| - 苛 |
| - 嘲 |
| - 繭 |
| - 股 |
| - 閃 |
| - 胡 |
| - 柳 |
| - 朗 |
| - 粧 |
| - 坑 |
| - 娠 |
| - 倣 |
| - 戴 |
| - 爽 |
| - 虜 |
| - 据 |
| - 諦 |
| - 播 |
| - 宰 |
| - 赴 |
| - 躯 |
| - 漸 |
| - 蔽 |
| - 盲 |
| - 牙 |
| - 顎 |
| - 誌 |
| - 遡 |
| - 遷 |
| - 謎 |
| - 芋 |
| - 勲 |
| - 蛍 |
| - 綻 |
| - 諮 |
| - 褒 |
| - 雀 |
| - 撚 |
| - 扁 |
| - 應 |
| - 婿 |
| - 蘇 |
| - 詔 |
| - 堆 |
| - 貪 |
| - 姦 |
| - 峠 |
| - 窯 |
| - 伎 |
| - 憬 |
| - 梁 |
| - 阿 |
| - 棺 |
| - 披 |
| - 畝 |
| - 堺 |
| - 跨 |
| - 郭 |
| - 朴 |
| - 拘 |
| - 愚 |
| - 臼 |
| - 尺 |
| - 顕 |
| - 唆 |
| - 斑 |
| - 宵 |
| - 煎 |
| - 抹 |
| - 桐 |
| - 菩 |
| - 叉 |
| - 鎌 |
| - 謄 |
| - 睦 |
| - 夷 |
| - 洲 |
| - 耕 |
| - 灌 |
| - 漑 |
| - 聚 |
| - 畔 |
| - 秩 |
| - 陛 |
| - 瞳 |
| - 弔 |
| - 栓 |
| - 侶 |
| - 楊 |
| - 骸 |
| - 堀 |
| - 賓 |
| - 卿 |
| - 澤 |
| - 灘 |
| - 坪 |
| - 鞘 |
| - 漠 |
| - 傲 |
| - 粋 |
| - 匿 |
| - 妄 |
| - 硝 |
| - 娼 |
| - 恭 |
| - 蓮 |
| - 陵 |
| - 渓 |
| - 艇 |
| - 淑 |
| - 覗 |
| - 釜 |
| - 捉 |
| - 桟 |
| - 鞭 |
| - 墟 |
| - 孝 |
| - 凧 |
| - 豹 |
| - 薫 |
| - 傭 |
| - 廻 |
| - 蚊 |
| - A |
| - 些 |
| - 怯 |
| - 宣 |
| - 頁 |
| - 伊 |
| - 杭 |
| - 『 |
| - 』 |
| - 彗 |
| - 託 |
| - 麒 |
| - 麟 |
| - 幣 |
| - 鮫 |
| - 檻 |
| - 某 |
| - 剖 |
| - 肖 |
| - 騰 |
| - 栗 |
| - 箸 |
| - ． |
| - 碁 |
| - 幌 |
| - 垢 |
| - 鳶 |
| - 鷲 |
| - 畜 |
| - 鞄 |
| - 氾 |
| - 弊 |
| - 奨 |
| - 娯 |
| - 曾 |
| - 琥 |
| - 珀 |
| - 径 |
| - 簿 |
| - 采 |
| - 磯 |
| - 雹 |
| - 鞍 |
| - 姪 |
| - 疵 |
| - 缶 |
| - 屠 |
| - 圭 |
| - 沙 |
| - 汰 |
| - 虹 |
| - 舛 |
| - 靜 |
| - 茜 |
| - 檎 |
| - 這 |
| - 磁 |
| - 巳 |
| - 窩 |
| - 揃 |
| - 鉾 |
| - 墜 |
| - 鉦 |
| - 灼 |
| - 倹 |
| - 胴 |
| - 享 |
| - 剰 |
| - 饉 |
| - 韻 |
| - 塀 |
| - 儲 |
| - 塹 |
| - 壕 |
| - 暢 |
| - 零 |
| - 尚 |
| - 祥 |
| - 拓 |
| - 嘔 |
| - 憺 |
| - 憲 |
| - 錆 |
| - 宜 |
| - 丹 |
| - 艘 |
| - 只 |
| - 屁 |
| - 哲 |
| - ぁ |
| - 隆 |
| - 葡 |
| - 萄 |
| - 隷 |
| - 讐 |
| - 蛮 |
| - 笹 |
| - 蟲 |
| - 鱗 |
| - 疇 |
| - 狡 |
| - 撒 |
| - 旺 |
| - 楕 |
| - 洩 |
| - 橙 |
| - 呈 |
| - 媛 |
| - 酎 |
| - 嚥 |
| - 剪 |
| - 燗 |
| - 衿 |
| - 裾 |
| - 劫 |
| - 伐 |
| - 憚 |
| - 峻 |
| - 謁 |
| - 鬘 |
| - 糾 |
| - 蔭 |
| - 鷹 |
| - 熔 |
| - 蝶 |
| - 靄 |
| - 惹 |
| - 斧 |
| - 欣 |
| - 翠 |
| - 尖 |
| - 颯 |
| - 踪 |
| - 衷 |
| - 鍔 |
| - 蹂 |
| - 躙 |
| - 蝕 |
| - 笠 |
| - 邑 |
| - 斗 |
| - 爬 |
| - 繍 |
| - 泰 |
| - 舷 |
| - 炸 |
| - 脊 |
| - 弯 |
| - 迭 |
| - 胥 |
| - 吟 |
| - 癇 |
| - 遵 |
| - 膳 |
| - 篩 |
| - 牌 |
| - 竿 |
| - 叙 |
| - 恒 |
| - 諧 |
| - 謔 |
| - 瑞 |
| - 弐 |
| - 痼 |
| - 攫 |
| - 班 |
| - 漿 |
| - 塔 |
| - 脹 |
| - 慨 |
| - 閲 |
| - 俊 |
| - 祓 |
| - 朕 |
| - 塑 |
| - 餃 |
| - 串 |
| - 菱 |
| - 咎 |
| - 臆 |
| - 斎 |
| - 准 |
| - 紺 |
| - 禕 |
| - 痘 |
| - 煉 |
| - 嘴 |
| - 蔑 |
| - 款 |
| - 覇 |
| - 趙 |
| - 龐 |
| - 煖 |
| - 賑 |
| - 凌 |
| - 肴 |
| - 楓 |
| - 陀 |
| - 獅 |
| - 熊 |
| - 卓 |
| - 慄 |
| - 礬 |
| - 枷 |
| - 渥 |
| - 羞 |
| - 礦 |
| - 拐 |
| - 槍 |
| - 叛 |
| - 勅 |
| - 橈 |
| - 亭 |
| - 柿 |
| - 儒 |
| - 瓜 |
| - 茨 |
| - 壱 |
| - 茅 |
| - 葺 |
| - 樽 |
| - 欄 |
| - 肯 |
| - 賤 |
| - 攀 |
| - 岬 |
| - 宦 |
| - 后 |
| - 剽 |
| - 窃 |
| - 塵 |
| - 昏 |
| - 廂 |
| - 簀 |
| - 疸 |
| - 憐 |
| - 絆 |
| - 頒 |
| - 逐 |
| - 斉 |
| - 蝦 |
| - 叶 |
| - 舶 |
| - 于 |
| - 頚 |
| - 遜 |
| - 瞞 |
| - 曰 |
| - 董 |
| - 宋 |
| - 畿 |
| - 抄 |
| - 柑 |
| - 橘 |
| - 愉 |
| - 悦 |
| - 虞 |
| - 頤 |
| - 闕 |
| - 扈 |
| - 鵬 |
| - 辣 |
| - 糞 |
| - 鉤 |
| - 粛 |
| - 俸 |
| - 寥 |
| - 嵌 |
| - 呉 |
| - 楷 |
| - 荼 |
| - 枳 |
| - 龍 |
| - 丙 |
| - 寅 |
| - 篭 |
| - 墾 |
| - 薯 |
| - 枢 |
| - 詮 |
| - 訂 |
| - 腸 |
| - 珂 |
| - 祟 |
| - 珊 |
| - 瑚 |
| - 韮 |
| - 袍 |
| - 斐 |
| - 堵 |
| - 屯 |
| - 丞 |
| - 凛 |
| - 套 |
| - 帥 |
| - 毀 |
| - 枡 |
| - 櫓 |
| - 姻 |
| - 蜜 |
| - 卜 |
| - 戊 |
| - 鰭 |
| - 吊 |
| - 桁 |
| - 姜 |
| - 竣 |
| - 兜 |
| - 胎 |
| - 聊 |
| - 馴 |
| - 氣 |
| - 祠 |
| - 祐 |
| - 聳 |
| - 梨 |
| - 辿 |
| - 捧 |
| - 暫 |
| - 噌 |
| - 盃 |
| - 跪 |
| - 狗 |
| - 殉 |
| - 蛭 |
| - 且 |
| - 爛 |
| - 雛 |
| - 尿 |
| - 箔 |
| - 哉 |
| - 惰 |
| - 撓 |
| - 牽 |
| - 壌 |
| - 滲 |
| - 諏 |
| - 痴 |
| - 扮 |
| - 鰻 |
| - 猜 |
| - 玩 |
| - 焜 |
| - 竈 |
| - 唸 |
| - 斤 |
| - 糊 |
| - 栃 |
| - 厄 |
| - 紐 |
| - 歪 |
| - 蒙 |
| - 玲 |
| - 嘱 |
| - 孺 |
| - 朋 |
| - 膣 |
| - 肛 |
| - 賈 |
| - 熏 |
| - 汎 |
| - 嚇 |
| - 饅 |
| - 楼 |
| - 毬 |
| - 賽 |
| - 厠 |
| - 鍬 |
| - 翁 |
| - 劉 |
| - 錮 |
| - 恣 |
| - 摯 |
| - 璽 |
| - 晒 |
| - 漱 |
| - 租 |
| - 曽 |
| - 填 |
| - 焚 |
| - 疹 |
| - 茄 |
| - 錘 |
| - 頬 |
| - 瑠 |
| - 璃 |
| - 贅 |
| - 蝉 |
| - P |
| - C |
| - 彙 |
| - 喩 |
| - 啄 |
| - 鴉 |
| - 祷 |
| - 杳 |
| - 睨 |
| - 拉 |
| - 羹 |
| - 鱠 |
| - 餓 |
| - 堕 |
| - 緻 |
| - 尉 |
| - 眈 |
| - 槌 |
| - 訃 |
| - 禍 |
| - 阜 |
| - 佳 |
| - 掻 |
| - 痒 |
| - 罷 |
| - 滋 |
| - 附 |
| - 劾 |
| - 弧 |
| - 嗣 |
| - 腎 |
| - 猶 |
| - ヂ |
| - 爺 |
| - 甥 |
| - 舐 |
| - 佃 |
| - 藪 |
| - 髭 |
| - 剃 |
| - 狛 |
| - U |
| - F |
| - O |
| - 拗 |
| - 惚 |
| - 釘 |
| - ！ |
| - 膿 |
| - 珈 |
| - 琲 |
| - 斟 |
| - 淳 |
| - ％ |
| - Ｘ |
| - 斡 |
| - H |
| - ',' |
| - <sos/eos> |
| init: null |
| input_size: null |
| ctc_conf: |
| dropout_rate: 0.0 |
| ctc_type: builtin |
| reduce: true |
| ignore_nan_grad: null |
| zero_infinity: true |
| joint_net_conf: null |
| use_preprocessor: true |
| token_type: char |
| bpemodel: null |
| non_linguistic_symbols: null |
| cleaner: null |
| g2p: null |
| speech_volume_normalize: null |
| rir_scp: null |
| rir_apply_prob: 1.0 |
| noise_scp: null |
| noise_apply_prob: 1.0 |
| noise_db_range: '13_15' |
| short_noise_thres: 0.5 |
| aux_ctc_tasks: [] |
| frontend: default |
| frontend_conf: |
| n_fft: 512 |
| win_length: 400 |
| hop_length: 160 |
| fs: 16000 |
| specaug: null |
| specaug_conf: {} |
| normalize: global_mvn |
| normalize_conf: |
| stats_file: exp/asr_stats_raw_jp_char_sp/train/feats_stats.npz |
| model: espnet |
| model_conf: |
| ctc_weight: 0.3 |
| lsm_weight: 0.1 |
| length_normalized_loss: false |
| preencoder: null |
| preencoder_conf: {} |
| encoder: e_branchformer |
| encoder_conf: |
| output_size: 256 |
| attention_heads: 4 |
| attention_layer_type: rel_selfattn |
| pos_enc_layer_type: rel_pos |
| rel_pos_type: latest |
| cgmlp_linear_units: 1024 |
| cgmlp_conv_kernel: 15 |
| use_linear_after_conv: false |
| gate_activation: identity |
| num_blocks: 16 |
| dropout_rate: 0.1 |
| positional_dropout_rate: 0.1 |
| attention_dropout_rate: 0.1 |
| input_layer: conv2d |
| layer_drop_rate: 0.0 |
| linear_units: 1024 |
| positionwise_layer_type: linear |
| use_ffn: true |
| macaron_ffn: true |
| merge_conv_kernel: 15 |
| postencoder: null |
| postencoder_conf: {} |
| decoder: transformer |
| decoder_conf: |
| input_layer: embed |
| num_blocks: 6 |
| linear_units: 2048 |
| dropout_rate: 0.1 |
| preprocessor: default |
| preprocessor_conf: {} |
| required: |
| - output_dir |
| - token_list |
| version: '202301' |
| distributed: false |
| ``` |
|
|
| </details> |
|
|
|
|
|
|
| ### Citing ESPnet |
|
|
| ```BibTex |
| @inproceedings{watanabe2018espnet, |
| author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai}, |
| title={{ESPnet}: End-to-End Speech Processing Toolkit}, |
| year={2018}, |
| booktitle={Proceedings of Interspeech}, |
| pages={2207--2211}, |
| doi={10.21437/Interspeech.2018-1456}, |
| url={http://dx.doi.org/10.21437/Interspeech.2018-1456} |
| } |
| |
| |
| |
| |
| ``` |
|
|
| or arXiv: |
|
|
| ```bibtex |
| @misc{watanabe2018espnet, |
| title={ESPnet: End-to-End Speech Processing Toolkit}, |
| author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai}, |
| year={2018}, |
| eprint={1804.00015}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CL} |
| } |
| ``` |
|
|
