JP2015094848A - 情報処理装置、情報処理方法、およびプログラム - Google Patents
情報処理装置、情報処理方法、およびプログラム Download PDFInfo
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Description
[特許文献1] 特開2009−217006号公報
[特許文献2] 特開2007−4633号公報
[特許文献3] 特開2008−216756号公報
(数1)
Prspeech,P(h.i.t.o|人)=0.53
Prspeech,P(b.i.t.o|人)=0.26
Prspeech,P(j.i.N|人)=0.18
Prspeech,P(t.o|人)=0.03
(数2)
Prspeech,P(h.i.t.o|英国,人)=0.02
Prspeech,P(b.i.t.o|英国,人)=0.12
Prspeech,P(j.i.N|英国,人)=0.85
Prspeech,P(t.o|英国,人)=0.01
(数3)
Prspeech,W(人)=0.0022
Prspeech,W(英国)=0.0013
(数4)
Prspeech,W(人|英国)=0.5
(数5)
t1=「京都(キョウト)/の(ノ)/英国(エイコク)/人(ジン)」
t2=「京都(キョウト)/の(ノ)/英国(エイコク)/人(ビト)」
t3=「京都(キョウト)/の(ノ)/英国(イギリス)/人(ジン)」
t4=「京都(キョウト)/の(ノ)/英/(ヒデ)/国(クニ)/人(ヒト)」
Claims (14)
- 対象テキストに読みを付与する情報処理装置であって、
音声データを取得する音声データ取得部と、
前記音声データを音声認識して前記音声データの読みの統計データを含む第1統計モデルを生成する生成部と、
前記対象テキストを解析して前記対象テキストの読みの候補を予測する予測部と、
前記第1統計モデルおよび前記対象テキストの読みの候補に基づいて、前記対象テキストに付与する読みを決定する決定部と、
を備える情報処理装置。 - 前記音声データ取得部は、前記対象テキストとは少なくとも一部が異なる内容についての音声データを取得する請求項1に記載の情報処理装置。
- 前記予測部は、前記対象テキストを解析して前記対象テキストの読みの複数の候補を生成し、
前記決定部は、前記第1統計モデルに基づいて、前記複数の候補のそれぞれの予測確度を算出する
請求項1または2に記載の情報処理装置。 - 前記決定部は、前記複数の候補のそれぞれの予測確度に基づいて、前記複数の候補の中から前記対象テキストに付与すべき読みを選択する請求項3に記載の情報処理装置。
- 前記決定部は、前記複数の候補のそれぞれの予測確度に基づく確率に基づいて、前記複数の候補から少なくとも1つの候補の読みを選択する請求項3に記載の情報処理装置。
- 前記決定部は、前記対象テキストに対し、前記複数の候補のうち2以上の候補の読みを付与する請求項3に記載の情報処理装置。
- 前記予測部は、前記対象テキストの読みの候補を予め定められた数の候補に絞り込み、
前記決定部は、前記第1統計モデルに基づいて、前記予測部が絞り込んだ複数の候補の中から少なくとも1つの候補の読みを選択する
請求項1から6のいずれか一項に記載の情報処理装置。 - 前記生成部は、前記音声データを音声認識して前記音声データの読みおよび表記の統計データを含む前記第1統計モデルを生成し、
前記予測部は、前記対象テキストを構成する単語の境界およびその読みの候補を予測し、
前記決定部は、前記対象テキストを構成する単語の境界とその読みの候補から前記対象テキストの単語境界および読みを決定する
請求項1から7のいずれか一項に記載の情報処理装置。 - テキストから音声を合成する音声合成装置のテキスト処理部に対して前記対象テキストを入力して、前記対象テキストの読みの候補を取得する候補取得部を更に備え、
前記決定部は、前記予測部が予測した読みの候補および前記音声合成装置のテキスト処理部が出力した読みの候補から前記対象テキストに付与する読みを決定する請求項1から8のいずれか一項に記載の情報処理装置。 - 音声認識用の既存の言語モデルから読みの統計データを含む第2統計モデルを取得するモデル取得部を更に備え、
前記決定部は、前記第1統計モデルおよび前記第2統計モデルに基づいて、前記対象テキストに付与する読みを決定する
請求項1から9のいずれか一項に記載の情報処理装置。 - 前記生成部は、前記音声データを音声認識した結果、読みの確度が予め定められた基準確度未満の部分を除いて前記第1統計モデルを生成する請求項1から10のいずれか一項に記載の情報処理装置。
- 前記決定部が決定した読みを前記対象テキストに割り当てたテキストコーパスを出力するコーパス出力部と、
前記コーパス出力部が出力した前記テキストコーパスを用いて、入力音声を認識してテキストを出力する音声認識用の言語モデルを学習する学習部と、
を更に備える請求項1から11のいずれか一項に記載の情報処理装置。 - 対象テキストに読みを付与する情報処理方法であって、
音声データを取得する取得段階と、
前記音声データを音声認識して前記音声データの読みの統計データを含む第1統計モデルを生成する生成段階と、
前記対象テキストを解析して前記対象テキストの読みの候補を予測する予測段階と、
前記第1統計モデルおよび前記対象テキストの読みの候補に基づいて、前記対象テキストに付与する読みを決定する決定段階と、
を備える情報処理方法。 - コンピュータに、請求項1から12のいずれか一項に記載の情報処理装置として機能させるプログラム。
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