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Music Transcription
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Music transcription is the task of converting an acoustic musical signal into some form of music notation.
<span style="color:grey; opacity: 0.6">( Image credit: ISMIR 2015 Tutorial - Automatic Music Transcription )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Dialogue in Resonance: An Interactive Music Piece for Piano and Real-Time Automatic Transcription System
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio
Automatic Music Transcription using Convolutional Neural Networks and Constant-Q transform
Music Tempo Estimation on Solo Instrumental Performance
Scalable Approximate Algorithms for Optimal Transport Linear Models
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription
Meta-learning-based percussion transcription and $t\bar{a}la$ identification from low-resource audio
Piano Transcription by Hierarchical Language Modeling with Pretrained Roll-based Encoders
Tuning Music Education: AI-Powered Personalization in Learning Music
Source Separation & Automatic Transcription for Music
A Transformer-Based Visual Piano Transcription Algorithm
Just Label the Repeats for In-The-Wild Audio-to-Score Alignment
Music Foundation Model as Generic Booster for Music Downstream Tasks
AMT-APC: Automatic Piano Cover by Fine-Tuning an Automatic Music Transcription Model
Development of Large Annotated Music Datasets using HMM-based Forced Viterbi Alignment
Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems
Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States
YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
Machine Learning Techniques in Automatic Music Transcription: A Systematic Survey
End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding
Scoring Time Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription
MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage
High Resolution Guitar Transcription via Domain Adaptation
Engraving Oriented Joint Estimation of Pitch Spelling and Local and Global Keys
A Data-Driven Analysis of Robust Automatic Piano Transcription
Annotation-free Automatic Music Transcription with Scalable Synthetic Data and Adversarial Domain Confusion
Improving Drumming Robot Via Attention Transformer Network
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks
Multi-modal Multi-view Clustering based on Non-negative Matrix Factorization
Automatic Piano Transcription with Hierarchical Frequency-Time Transformer
Multitrack Music Transcription with a Time-Frequency Perceiver
Transfer of knowledge among instruments in automatic music transcription
A Phoneme-Informed Neural Network Model for Note-Level Singing Transcription
From Audio to Symbolic Encoding
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