Vocal technique classification
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Benchmarks
VocalSet
Most implemented
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP
GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
Self-Supervised Contrastive Learning for Singing Voices
VocalSet: A Singing Voice Dataset
Papers
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP
Contrastive language-audio pre-training (CLAP) has addressed audio-language tasks such as audio-text retrieval by aligning audio and text in a common feature space. While CLAP addresses general audio-language tasks, its …
Audio captioningAudio ClassificationAudio TaggingAudio to Text Retrieval+13GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
The scarcity of high-quality and multi-task singing datasets significantly hinders the development of diverse controllable and personalized singing tasks, as existing singing datasets suffer from low quality, limited div…
AllSinging Voice SynthesisStyle TransferVocal technique classificationSelf-Supervised Contrastive Learning for Singing Voices
This study introduces self-supervised contrastive learning to acquire feature representations of singing voices. To acquire robust representations in an unsupervised manner, regular self-supervised contrastive learning t…
Contrastive LearningSinger IdentificationVocal technique classificationVocalSet: A Singing Voice Dataset
We present VocalSet, a singing voice dataset of a capella singing. Existing singing voice datasets either do not capture a large range of vocal techniques, have very few singers, or are single-pitch and devoid of musical…
Singer IdentificationVocal technique classification