Anas Abou Allaban

PyArrow Dataset error when calling `load_dataset`

3

## Describe the bug I am fine tuning a wav2vec2 model following the script here using my own dataset: https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py Loading my Audio dataset from the hub which was originally...

# What does this PR do ? Add a LossMisconfigurationException that provides more context on how to fix certain issues that can occur during training. **Collection**: ASR # Changelog -...

RuntimeError for contrastive loss if audio duration is not long enough for num_negatives

1

**Describe the bug** If the duration of an audio file is prob_dist.size(-1) samples without replacement ``` If you haven't read the docs or understand the code/loss function, then it might...

Contrastive Loss: Runtime error for certain audio files when reshaping out_masked_only

1

**Describe the bug** After a few steps when pretraining a `SpeechEncDecSelfSupervisedModel`, training fails with the following error ```sh File "/opt/conda/lib/python3.8/site-packages/nemo/collections/asr/models/ssl_models.py", line 468, in training_step loss_value, loss_val_dict = self.decoder_loss_step( File "/opt/conda/lib/python3.8/site-packages/nemo/collections/asr/models/ssl_models.py",...

- Name of layer type: pad - Is this a PyTorch or a TensorFlow layer type: PyTorch - Your version of coremltools: 6.0b2 - Your version of PyTorch/TensorFlow: 1.12.0 -...

Using Django-storages 1.11.1 and Python 3.8. If I rename a `FileField` object's name (i.e. `name` attribute), then the original key is deleted from S3, but the File field is stored...

Annotation object from task with AudioPlus tag and Labels does not include duration info

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Example Config: ``` ``` the `annotation` object served does not have any timing duration, it only contains: `{"choices": ["speech"]}`

## Description GitHub actions has [annotations support](https://help.github.com/en/github/collaborating-with-issues-and-pull-requests/about-status-checks) for actions/workflow runs. Use this to explicitly display the "last n lines" of a `colcon` output to make the built result much clearer....

macOS cannot run rclcpp::init in tests

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The [ros2_control](https://github.com/ros-controls/ros2_control) repo recently added GH actions. Any of the tests that use `rclcpp::init()` in the setup fail on macOS with the following stack trace: ```sh unknown file: Failure 2:...

When a user specifies `cmake` in their workflow linting matrix, `ros--ament-cmake` installs correctly, however, the linter command is not executed correctly. This action currently attempts to run `ament_cmake` which is...