Ünal Ege Gaznepoğlu

I have found a bug within the challenge evaluation framework, which causes the software to fail when `train_asr_eval` or `train_asv_eval` is set to `false` instead of the default value `true`....

Complex-Valued Gaussian distributions

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### 🚀 The feature, motivation and pitch I had been working on complex-valued variational auto encoders (CVAE) and for this purpose I required complex-valued Gaussian distributions. I coded my own...

Incorrect transformer mask size

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### Describe the bug PyTorch `multi_head_attention` code enforces that data size and mask size matches. https://github.com/pytorch/pytorch/blob/df4e3d9d08f3d5d5439c3626be4bf29659488cdf/torch/nn/functional.py#L5442-L5444 However, `speechbrain` code generates masks according to the longest `wav_len`, which can be shorter...

Saving config files with !new tags

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Hello, I have the following code (a MWE - minimum working example), where I want to dump a config with a `!new` instatiation. ```python yaml_string = """ foo: !new:collections.Counter a:...

Audio samples inaccessible

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Hello, I noticed that the audio samples link given in README.md is not accessible. I guess you have migrated the repository from "github.com/mindslab-ai" to "github.com/maum-ai". Changing the link manually worked.

Same item highlight

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Hello! First of all, I would like to say the add-on is great and it fixes a lot in the actual game UI. Huge thanks to anyone who worked on...

`compute_STFT` performs HtoD transfer at every `forward` call

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### Describe the bug Hello. Perhaps this is not a bug but more of a performance bottleneck. When I was investigating the performance bottlenecks of my code, which uses the...

[BUG] `TensorDict` with dynamic, input-dependent `batch_size` is not `torch.export.export`able

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## Describe the bug ## To Reproduce ```python import torch import tensordict class Test(torch.nn.Module): def forward(self, x: torch.Tensor, y: torch.Tensor): return tensordict.TensorDict({ 'x': x, 'y': y, }, batch_size=x.shape[0] # comment...

The context is rather hard to explain, but I have already identified the problem. Culprit: https://github.com/pytorch/tensordict/blob/f7b5e059899f7bfb18aeb6b0f29ce68489121265/tensordict/nn/params.py#L1244-L1247 If `prefix` is not present in `data`, L1246 would set `data = None` and...

`LazyModule` not playing well with `%autoreload`

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### Describe the bug Executing following in the terminal fails ```bash python -m IPython %load_ext autoreload %autoreload 2 import speechbrain ``` ``` Error in callback (for post_execute), with arguments args...