pytorch / pytorch/benchmark

Add Speech Reco ESPNet

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Dominant language
Python
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Description

This hasn't been looked at by the benchmark team, there could be issues at any point in the process (torchbenchmark/models/ADDING_MODELS.md)
https://github.com/pytorch/benchmark/blob/master/torchbenchmark/models/ADDING_MODELS.md

  • JIT optional.

https://github.com/espnet/espnet

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with torchbenchmark/models/ADDING_MODELS.md, then inspect the ESPNet repository to understand the speech recognition model integration requirements. Done means adding an ESPNet speech recognition model to TorchBench according to the guide; JIT support is optional, and the benchmark team still needs to review the result.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning, performance
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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