Evaluating Gender Bias in Speech Translation

27 October 2020

Papers citing "Evaluating Gender Bias in Speech Translation"

14 / 14 papers shown

Title
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study Beatrice Savoldi Sara Papi Matteo Negri Ana Guerberof L. Bentivogli 35 6 0 01 Oct 2024
FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask Evaluation Garrett Tanzer SLR VLM 34 2 0 24 Aug 2024
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models Yi-Cheng Lin Wei-Chih Chen Hung-yi Lee 38 1 0 14 Aug 2024
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models Yi-Cheng Lin T. Lin Chih-Kai Yang Ke-Han Lu Wei-Chih Chen Chun-Yi Kuan Hung-yi Lee 34 1 0 09 Jul 2024
On the Encoding of Gender in Transformer-based ASR Representations Aravind Krishnan Badr M. Abdullah Dietrich Klakow 41 2 0 14 Jun 2024
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models David Anugraha Genta Indra Winata Chenyue Li Patrick Amadeus Irawan En-Shiun Annie Lee 33 7 0 13 Jun 2024
Efficient Compression of Multitask Multilingual Speech Models Thomas Palmeira Ferraz 39 0 0 02 May 2024
Hey ASR System! Why Aren't You More Inclusive? Automatic Speech Recognition Systems' Bias and Proposed Bias Mitigation Techniques. A Literature Review Mikel K. Ngueajio Gloria J. Washington 32 35 0 17 Nov 2022
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition Jonathan Mukiibi Andrew Katumba J. Nakatumba‐Nabende Ali Hussein Josh Meyer 15 7 0 20 Jun 2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems Marcely Zanon Boito Laurent Besacier N. Tomashenko Yannick Esteve 35 18 0 04 Apr 2022
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 38 26 0 18 Mar 2022
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 62 15 0 28 May 2021
Impact of Gender Debiased Word Embeddings in Language Modeling Christine Basta Marta R. Costa-jussá 21 4 0 03 May 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 53 192 0 13 Apr 2021