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What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis

1 July 2021

Papers citing "What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis"

7 / 7 papers shown

Voice, Bias, and Coreference: An Interpretability Study of Gender in Speech Translation

166

26 Nov 2025

Analyzing the relationships between pretraining language, phonetic, tonal, and speaker information in self-supervised speech models

332

12 Jun 2025

Different Speech Translation Models Encode and Translate Speaker Gender DifferentlyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

317

02 Jun 2025

Speech Representation Analysis based on Inter- and Intra-Model Similarities

375

23 Jun 2024

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction

197

02 Feb 2024

Discovering Salient Neurons in Deep NLP ModelsJournal of machine learning research (JMLR), 2022

363

27 Jun 2022

Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

614

394

25 Oct 2019