MIMII-hitachi / mimii_baselineLinks
A baseline sample code of anomaly detection for MIMII Dataset
☆117Updated 2 years ago
Alternatives and similar repositories for mimii_baseline
Users that are interested in mimii_baseline are comparing it to the libraries listed below
Sorting:
- MIMII Sound Anomaly Detection with AutoEncoders☆38Updated 4 years ago
- DCASE2020 Challenge Task 2 baseline system☆109Updated 2 years ago
- DCASE2020 Task2 Self-supervised learning solution☆33Updated 4 years ago
- A machine learning approach to machine anomaly detection on the MIMII dataset.☆31Updated 5 years ago
- DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring☆58Updated 5 years ago
- This repository contains a sample on how to perform anomaly detection on machine sounds (based on the MIMII Dataset) leveraging several a…☆59Updated 5 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆28Updated 4 years ago
- ☆25Updated 3 years ago
- Dataset and its sample codes for anomaly detection in sound.☆109Updated 5 years ago
- Submission for task 2 "Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques"…☆16Updated 3 years ago
- ☆81Updated 3 months ago
- ☆14Updated 2 years ago
- Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"☆38Updated last year
- Accompanying code for the paper Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection.☆10Updated 3 years ago
- ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃☆19Updated last year
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆194Updated 3 years ago
- ☆18Updated 2 years ago
- Sound event localization, detection, and tracking of multiple overlapping and moving sources in 2D spherical space using convolutional re…☆372Updated 3 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆31Updated 5 years ago
- ☆26Updated 3 years ago
- MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.☆22Updated 4 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆74Updated 4 years ago
- Audio classification via transfer learning☆35Updated 6 years ago
- DCASE2020 Challenge Task 2 baseline variants☆20Updated 5 years ago
- Time-weighted Frequency Domain Audio Representation (TWFR) with GMM Estimator for Anomalous Sound Detection☆24Updated 2 years ago
- ☆11Updated 3 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆65Updated 5 years ago
- A spectro-temporal fusion feature, STgram, with MobileFaceNet For more stable Anomalous Sound Detection☆92Updated 2 years ago
- Baseline method for sound event localization task of DCASE 2020 challenge☆55Updated 5 years ago
- Baseline of DCASE 2020 task 4☆43Updated 3 years ago