Pablo Alonso

Some TensorflowPredict derivate algorithms (e.g., TensorflowPredictMusiCNN) have redundant unit test that are not required. In such cases, we could use dummy tests (e.g., `testDummyInvalidParam`) covering redundant tests, with a comment...

One of the goals of Essentia is to maximize parametrizability to allow compatibility with relevant implementations from other frameworks. The following feature requests for [Windowing](https://essentia.upf.edu/reference/std_Windowing.html) allow replicating some framing/windowing options...

As suggested in #1174, this feature should be tested. Consider the following cases: - Essentia arrays containing only NaNs - Essentia arrays with mixed NaNs as float23 values - `Yaml`,...

Implement dedicated algorithms for missing TensorFlow models

1

- [ ] TensorFlowPredictOpenL3 - [ ] TensorFlowPredictSpleeter

**Describe the bug** Our objective is to port an EfficientNet trained in PyTorch and exported in ONNX to TensorFlow. However, we are facing the problem of slower inference times in...

Incorrect conversion of a Pytorch model after a very slow prepare()

5

**Describe the bug** I have an ONNX model (opset 11) exported from PyTorch's [EffficientNet](https://github.com/lukemelas/EfficientNet-PyTorch) implementation. My goal is to convert the ONNX model to TensorFLow (SavelModel) to perform inference from...

[TensorToVectorReal](https://essentia.upf.edu/reference/streaming_TensorToVectorReal.html) converts tensors to 2D arrays by flattening all axis but the last one into the first dimension. model-specific prediction algorithms (e.g., [TensorflowPredictVGGish](https://essentia.upf.edu/reference/std_TensorflowPredictVGGish.html)) use this algorithm to return 2D arrays...

C++ YAML loader fails to parse JSON files that are considered valid YAMLs

1

Gaia generates empty points when parsing JSON files considered valid YAMLs with the [C++ YAML loader](https://github.com/MTG/gaia/blob/master/src/yamlcpp.cpp). These JSONs are considered valid YAMLs by several online parsers such as [yamllint](http://www.yamllint.com/) or...

Unit tests return ERROR or FAIL

2

Some unit tests have errors or are failing and problems from #3 are still present. The following log was obtaining from Gaia compiled on Ubuntu 18.04 LTS from commit e595e1df9ac6a4444297ef0d87cd34e95e1c4f73...

TODO: - [ ] Read `n_classes` from the model parameters.