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insight - Music and Audio Processing
SongTrans: A Unified Model for Automatic Transcription and Alignment of Song Lyrics and Musical Notes
SongTrans is a unified model that can directly transcribe and align song lyrics and musical notes without requiring pre-processing or separate tools.
Constructing a Comprehensive Dataset for Singing Style Captioning
The authors introduce S2Cap, a novel dataset for the task of singing style captioning, which aims to generate textual descriptions of the vocal and musical characteristics of singing voices. The dataset contains a diverse set of attributes, including pitch, volume, tempo, mood, singer's gender and age, and musical genre and emotional expression.
Singing Voice Beautification with Pitch Correction and Expressiveness Enhancement
CONTUNER, a diffusion-based model, can efficiently beautify amateur singing voices by correcting pitch and enhancing expressiveness without requiring paired professional-amateur data.
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