jbu5105 / Towards_album_artwork_generation_based_on_audio
Repo of my master thesis at Pompeu Fabra University: "Towards album artwork generation based on audio". We analyze VAEs and GANs to condition image generation with audio.
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Towards_album_artwork_generation_based_on_audio
- Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing☆12Updated last year
- Official PyTorch implementation for "Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations".☆21Updated 2 years ago
- ☆13Updated 2 years ago
- Frechet Audio Distance evaluation in PyTorch☆35Updated last year
- A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API☆23Updated 2 years ago
- Code accompayning ISMIR23 paper; TriAD: Capturing harmonics with 3D convolutions☆14Updated 4 months ago
- Feed-forward compressor experiments source code for "Differentiable All-pole Filters for Time-varying Audio Systems".☆16Updated 5 months ago
- Code for the paper "A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature…☆15Updated last year
- This is the accompanying repository to the paper - Automatic Estimation of Singing Voice Musical Dynamics☆12Updated 3 weeks ago
- Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis (Meso-DTFA)☆21Updated last year
- ☆14Updated 7 months ago
- This is the repository for Learning to Generate Piano Music With Sustain Pedals☆12Updated 11 months ago
- ETH Zürich MSc Thesis: Accelerating Neural Audio Synthesis☆17Updated last year
- ☆14Updated 2 months ago
- PyTorch version of Spotify's Basic Pitch☆32Updated 7 months ago
- Differentiable dynamic range controller in PyTorch.☆45Updated 2 months ago
- Code for "A diffusion-inspired training strategy for singing voice extraction in the waveform domain" (ISMIR 2022)☆16Updated last year
- ☆11Updated 4 years ago
- The MIR-MLPop dataset and the official implementation of the paper "MIR-MLPop: A Multilingual Pop Music Dataset with Time-Aligned Lyrics …☆22Updated 7 months ago
- PyTorch implementation of cross-cultural music transfer learning☆13Updated 6 months ago
- Code for the "NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks" paper.☆37Updated 4 months ago
- Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters☆29Updated last year
- The official implementation of DMEL the method presented in the paper "DMEL: The differentiable log-Mel spectrogram as a trainable layer …☆17Updated 6 months ago
- A Differentiable Acoustic Guitar Model for String-Specific Polyphonic Synthesis☆12Updated last year
- Supplementary Materials of ISMIR 2022 paper "Analysis and detection of singing techniques in repertoires of J-POP solo singers" by Yuya Y…☆19Updated 6 months ago
- Audio Prompt Adapter: Unleashing music editing abilities for text-to-music with lightweight finetuning [ISMIR 2024]☆34Updated last month
- iSeparate library for the SDX2023 challenge☆13Updated 11 months ago
- Source Separation training codebase for the Sound Demixing Challenge 2023.☆37Updated last year
- ☆21Updated 2 years ago
- A piano music dataset with Audio, Symbolic and Text labels☆18Updated this week