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Homophone Disambiguation Reveals Patterns of Context Mixing in Speech
  Transformers

Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers

15 October 2023
Hosein Mohebbi
Grzegorz Chrupała
Willem H. Zuidema
A. Alishahi
ArXivPDFHTML

Papers citing "Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers"

9 / 9 papers shown
Title
Mechanistic?
Mechanistic?
Naomi Saphra
Sarah Wiegreffe
AI4CE
11
9
0
07 Oct 2024
How Language Models Prioritize Contextual Grammatical Cues?
How Language Models Prioritize Contextual Grammatical Cues?
Hamidreza Amirzadeh
A. Alishahi
Hosein Mohebbi
16
0
0
04 Oct 2024
Human-like Linguistic Biases in Neural Speech Models: Phonetic
  Categorization and Phonotactic Constraints in Wav2Vec2.0
Human-like Linguistic Biases in Neural Speech Models: Phonetic Categorization and Phonotactic Constraints in Wav2Vec2.0
Marianne de Heer Kloots
Willem H. Zuidema
22
1
0
03 Jul 2024
Self-Supervised Speech Representations are More Phonetic than Semantic
Self-Supervised Speech Representations are More Phonetic than Semantic
Kwanghee Choi
Ankita Pasad
Tomohiko Nakamura
Satoru Fukayama
Karen Livescu
Shinji Watanabe
21
14
0
12 Jun 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models
  Exhibit Gender Performance Gaps
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps
Giuseppe Attanasio
Beatrice Savoldi
Dennis Fucci
Dirk Hovy
23
2
0
28 Feb 2024
Computational modeling of semantic change
Computational modeling of semantic change
Nina Tahmasebi
Haim Dubossarsky
26
6
0
13 Apr 2023
Quantifying Context Mixing in Transformers
Quantifying Context Mixing in Transformers
Hosein Mohebbi
Willem H. Zuidema
Grzegorz Chrupała
A. Alishahi
164
24
0
30 Jan 2023
Analysis of Self-Attention Head Diversity for Conformer-based Automatic
  Speech Recognition
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition
Kartik Audhkhasi
Yinghui Huang
Bhuvana Ramabhadran
Pedro J. Moreno
11
3
0
13 Sep 2022
Incorporating Residual and Normalization Layers into Analysis of Masked
  Language Models
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models
Goro Kobayashi
Tatsuki Kuribayashi
Sho Yokoi
Kentaro Inui
153
45
0
15 Sep 2021
1