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![楽曲聴取体験における歌詞の重要性 2
青春の友情を歌った
歌詞の曲が聴きたいな
「道 / GReeeeN」はどう？
歌詞の内容から
聴きたい楽曲を決める
[Bainbridge+, ISMIR’03]
[Demetriou+, ISMIR’18...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-2-638.jpg?cb=1711669864)
![歌詞に基づく楽曲の探索・検索システム 3
Lyric Jumper
歌詞のトピックに基づく楽曲探索
[Tsukuda+, ISMIR’17]
Lyrics Search
歌詞の単語に基づく楽曲検索
[Müller+, ECDL’07]
Sa...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-3-638.jpg?cb=1711669864)
![閲覧理由に応じた機能例２ 16
いま騙しあい
騙されあい
積み上げた
砂のピラミッド
Bメロ２
あたしはただ
溺れる人魚のよう
サビ１
構造を自動推定して色付け
[Goto, IEEE Trans. ASLP, ’06]
構造のより早い...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-16-638.jpg?cb=1711669864)
![閲覧理由に応じた機能例３ 17
同一アーティストの
より平易な歌詞の楽曲推薦
[Ibrahim+, ISMIR’17]
段階的な言語学習を支援
何度も何度も
会いたい あなたに
これからも 一緒に
笑えればいいのに
If I could...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-17-638.jpg?cb=1711669864)
![楽曲の「寿命」 29
𝑡𝑡
A A A A A A
初期：短スパン 後期：長スパン
繰り返し聴かれる各楽曲にはユーザ固有の「寿命」がある [Benson+, WWW’16]
楽曲聴取での寿命の
初期：同一楽曲を短いスパンで繰り返し聴取
...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-29-638.jpg?cb=1711669864)
![本研究の意義 33
調査・分析の結果のいくつかは自明では？
（「理解」が歌詞閲覧の主な理由・日中より夜間に歌詞を見る傾向）
歌詞を閲覧する主要な理由のひとつ
は，歌詞をより深く理解するためで
あることが佃ら [12] により報告され
ている．…...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-33-638.jpg?cb=1711669864)
![本研究の意義 34
調査・分析の結果のいくつかは自明では？
（「理解」が歌詞閲覧の主な理由・日中より夜間に歌詞を見る傾向）
Tsukuda et al. [12] has reported that
one of the main reason...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-34-638.jpg?cb=1711669864)
![本研究の意義 35
調査・分析の結果のいくつかは自明では？
（「理解」が歌詞閲覧の主な理由・日中より夜間に歌詞を見る傾向）
Tsukuda et al. [12] has reported that
one of the main reason...](https://image.slidesharecdn.com/21-12-1817wi2tsukuda-211220003707/95/17-WI2-35-638.jpg?cb=1711669864)
