vocalsound
ast
| vocalsound | ast | |
|---|---|---|
| 1 | 1 | |
| 91 | 1,017 | |
| - | - | |
| 0.0 | 2.3 | |
| over 1 year ago | 12 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | BSD 3-clause "New" or "Revised" License |
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vocalsound
ast
-
Increasing Model Dimensionality
Unless this is purely an educational exercise, just finetune an imagenet model, or better yet a model trained on spectrograms (cochleagrams if you can find one).
What are some alternatives?
waymo-open-dataset - Waymo Open Dataset
soxan - Wav2Vec for speech recognition, classification, and audio classification
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
datasets - 🎁 5,400,000+ Unsplash images made available for research and machine learning
SimCLR - PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
ESC-CNN-microcontroller - Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
open-metric-learning - Library for metric learning pipelines and models.
covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.
efficientnet - Implementation of EfficientNet model. Keras and TensorFlow Keras.