Vocal Timbre and Lyric Emotion Analysis

A thesis by Kristal Spreadborough develops a new analytical technique for vocal timbre, hypothesizing that emotion in timbre impacts the perception of lyrics. The work includes Audio-Visual files for musical analysis, though these are not publicly available due to copyright. This interdisciplinary research contributes to understanding how musical features affect perception.

Use Cases

• Analyzing the interplay between emotionally valenced vocal timbre and emotionally valenced lyrics.
• Developing models for emotional perception prediction based on timbral features and lyrical content.
• Informing musicological inquiry through interdisciplinary methods combining psychology and audio analysis.
• Studying priming effects in music perception using timbre and lyric emotion data.

Strengths

• Presents a novel analytical technique for a rarely studied musical feature: vocal timbre.
• Employs an interdisciplinary methodology integrating musicology, psychology, and computer science.

Limitations

• The core Audio-Visual analysis files are not publicly available, restricting direct data access.
• The dataset size, row count, and specific features are unknown, limiting reproducibility.
• Potential copyright restrictions on the underlying musical material may constrain derivative use.

Provenance

Source

Kristal Spreadborough's doctoral thesis.

Collection Method

Developed a new analytical technique; specific data gathering method is not detailed.

Time Range

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Freshness

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Geography

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