ccmusic-database / pianosLinks
This study converts piano recordings to mel spectrogram and classifies them by SOTA pre-trained neural network backbones in CV. Comparative experiments show that SqueezeNet achieves a best classification accuracy of 92.37%.|该项目将钢琴录音转为为mel频谱图,使用微调后的前沿计算机视觉领域预训练深度学习骨干网络对其进行分类,对比实验可知SqueezeNet作为最优网络正确率可达92.37%
☆23Updated last month
Alternatives and similar repositories for pianos
Users that are interested in pianos are comparing it to the libraries listed below
Sorting:
- "Fx-Encoder++: Extracting Instrument-wise Audio Effect Representations from Mixtures"☆42Updated 3 months ago
- ☆13Updated last year
- Repo for the IDESSAI 2024 course on modeling audio with discrete tokens.☆12Updated last year
- MUSDB25 - A Fully Multitrack Dataset for Music Source Separation☆13Updated 8 months ago
- ☆18Updated 2 years ago
- PyTorch version of Spotify's Basic Pitch☆43Updated last year
- Work with symbolic music gen AI easily, based on midi manipulation.☆25Updated 5 months ago
- Multitrack music mixing style transfer given a reference song using differentiable mixing console.☆56Updated 5 months ago
- Vienna 4x22 Piano Corpus -- Match, MusicXML, and PDF files☆10Updated 2 months ago
- HARP: A Large-Scale Higher-Order Ambisonic Room Impulse Response Dataset☆25Updated 6 months ago
- Real-time Timbre Remapping with Differentiable DSP.☆20Updated last year
- ☆14Updated 2 years ago
- ☆12Updated last year
- Official Repository for "Music Source Restoration"☆34Updated 6 months ago
- Official Repository of Unsupervised Lead Sheet Generation via Semantic Compression☆22Updated 2 years ago
- ☆26Updated last year
- Unofficial implementation of MT3: Multi-Task Multitrack Music Transcription (Google Research, 2022) in pytorch☆21Updated 2 years ago
- A CNN model for key estimation in music recordings☆19Updated 2 years ago
- app to align midi with audio: step 1 - apply dynamic time warp algorithm, step 2 - manually adjust inconsistencies☆19Updated 3 years ago
- Code implementation for the paper titled MusicLIME: Explainable Multimodal Music Understanding☆23Updated 10 months ago
- Repository for MIDI-GPT, a controllable multi-track music machine.☆57Updated 2 months ago
- Official repository for Aria-MIDI: a MIDI dataset of 1,186,253 transcribed solo-piano recordings.☆68Updated 5 months ago
- ☆18Updated last year
- A list of datasets made available by members of the Aalto Acoustics Lab☆29Updated last year
- ☆16Updated 2 years ago
- Semi-Supervised Contrastive Learning for music classification - towards HIL-representation learning.☆17Updated last year
- TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching [HCMIR 2023]☆49Updated 2 years ago
- A text-to-audio model for generating text-conditioned drum beats☆19Updated 2 years ago
- Companion repository which facilitates the creation of Gradio endpoints which are accessible from within Digital Audio Workstations (DAWs…☆28Updated 3 months ago
- Diffusion Network for MIDI Transformation☆14Updated 5 months ago