dwiel / dwiel/tensorflow_hmm

Is this something worth trying for speech ?

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Description

As a research work, I am trying to build a DNN-HMM model for low resource speech. Do you think I can use this for the hmm implementation for training and decoding since there is no library in tensorflow supporting HMM?

I am really thinking of scaling this hybrid model and keeping it neater than a traditional kaldi pipeline though accuracy is something I am not worried about currently.

Please lemme know.

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Research direction

The issue names no files, tests, or entry points. Start by reading the repository's TensorFlow HMM implementation and comparing its training and decoding scope with the proposed DNN-HMM and Kaldi pipeline. Clarify whether the goal is a feasibility discussion or an implementation, then define what support for low-resource speech must include.

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Assessment

Tech stack
tensorflow
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

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