Differentiable short-time Fourier transform (DSTFT): Gradient-based parameters tuning for adaptive time-frequency representation. DSTFT is a neural network layer whose weights are its parameters (e.g. window and hop lengths).
☆48Jul 3, 2025Updated 8 months ago
Alternatives and similar repositories for dstft
Users that are interested in dstft are comparing it to the libraries listed below
Sorting:
- A list of publications that have accompanying open-source code☆22Oct 30, 2023Updated 2 years ago
- ☆12Jan 3, 2025Updated last year
- PDA场景下的旋转机械故障诊断,☆12Mar 29, 2024Updated last year
- The code for NISTA_Net☆11Apr 7, 2023Updated 2 years ago
- modules for the evaluation of acoustic echo cancellation systems☆17Nov 2, 2021Updated 4 years ago
- Matlab implementation of the popular room acoustic model "image method", with the addition of randomisation to remove sweeping echoes (if…☆14Aug 29, 2020Updated 5 years ago
- Acoustic signal processing demos with jupyter notebooks☆18Jun 25, 2023Updated 2 years ago
- Variance discrepancy representation☆14May 25, 2024Updated last year
- Empirical Fourier decomposition: An accurate signal decomposition method for nonlinear and non-stationary time series analysis☆14Feb 12, 2022Updated 4 years ago
- Dark-velvet-noise reverb: Accurate model for late-reverberation with arbitrary temporal energy decay. Offline implementations in Matlab a…☆21Nov 1, 2024Updated last year
- Code repository for Fault diagnosis of rotating machinery based on recurrent neural networks☆16Mar 15, 2022Updated 3 years ago
- ☆16Jul 21, 2022Updated 3 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- ICASSP 2024 paper - A Fully Differentiable Model for Unsupervised Singing Voice Separation☆14Mar 7, 2025Updated 11 months ago
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆15May 17, 2024Updated last year
- Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"☆17Jan 18, 2022Updated 4 years ago
- CNN for guitar effects recognition and parameter estimation☆20Feb 21, 2025Updated last year
- Optimizing Source and Sensor Placement for Sound Field Control☆16Mar 27, 2023Updated 2 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆17Sep 29, 2019Updated 6 years ago
- code for WaveCNet☆18Jun 21, 2021Updated 4 years ago
- Implementation of an invariant scattering convolution network☆15May 16, 2017Updated 8 years ago
- Blind Identification of Binaural Room Impulse Responses from Head-Worn Microphone Arrays☆20Sep 18, 2024Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Differentiable dynamic range controller in PyTorch.☆52Feb 10, 2026Updated 3 weeks ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆21Dec 5, 2024Updated last year
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 2 years ago
- SEGAN for bandwidth extension☆15Jun 6, 2019Updated 6 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24May 26, 2024Updated last year
- ☆22Nov 23, 2022Updated 3 years ago
- ☆25May 3, 2025Updated 10 months ago
- ☆14Mar 23, 2021Updated 4 years ago
- Code for "Log Neural Controlled Differential Equations" (ICML 2024) and "Structured Linear CDEs" (NeurIPS 2025, Spotlight)☆30Jan 26, 2026Updated last month
- Neural IIR Filter Field for HRTF Upsampling and Personalization☆27Feb 26, 2024Updated 2 years ago
- Short-Time Discrete Cosine Transform (DCT) for Python. SciPy, TensorFlow and PyTorch implementations.☆28Feb 11, 2021Updated 5 years ago
- A list of datasets made available by members of the Aalto Acoustics Lab☆29Sep 6, 2024Updated last year
- Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters☆36Jun 20, 2023Updated 2 years ago