Vowel Classification

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (7 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Explaining Spectrograms in Machine Learning: A Study on Neural Networks for Speech Classification
  10 Jul 2024 1 repository listed
  This study investigates discriminative patterns learned by neural networks for accurate speech classification, with a specific focus on vowel classification tasks.
• Scaling on-chip photonic neural processors using arbitrarily programmable wave propagation
  27 Feb 2024 1 repository listed
  On-chip photonic processors for neural networks have potential benefits in both speed and energy efficiency but have not yet reached the scale at which they can outperform electronic processors.
• Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels
  5 Oct 2022 1 repository listed
  Explainability of the high-level information capturing the segment-by-segment decisions is further inspected for participants with and without depression.
• Wave Physics as an Analog Recurrent Neural Network
  29 Apr 2019 1 repository listed
  These findings pave the way for a new class of analog machine learning platforms, capable of fast and efficient processing of information in its native domain.
• Imagined speech classification using EEG
  1 Dec 2014 1 repository listed
  The objective of this work is to assess the possibility of using (Electroencephalogram) EEG for communication between different subjects.