SOTAVerified

Instrument Recognition

Papers

Showing 1–10 of 39 papers

TitleStatusHype
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four StemsCode2
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio ModelsCode2
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
Transfer Learning and Bias Correction with Pre-trained Audio EmbeddingsCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level TasksCode1
EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable UseCode1
ATST: Audio Representation Learning with Teacher-Student TransformerCode1
Efficient Training of Audio Transformers with PatchoutCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1M2D-CLAPAccuracy80.6—Unverified
2M2D2 AS+Accuracy79.7—Unverified
3M2D ASAccuracy78.7—Unverified
4MATPAC (SSL, linear eval)Accuracy74.6—Unverified
5melspectAccuracy72.1—Unverified
6EfficientLEAFAccuracy71.7—Unverified
7LEAFAccuracy69.2—Unverified
#ModelMetricClaimedVerifiedStatus
1DyMN-Lmean average precision0.86—Unverified
2MATPAC (SSL Model, linear eval)mean average precision0.85—Unverified
3EAsT-KD + PaSSTmean average precision0.85—Unverified
4EAsT-Final + PaSSTmean average precision0.85—Unverified
5PaSSTmean average precision0.84—Unverified
#ModelMetricClaimedVerifiedStatus
1SVMF1-score0.81—Unverified