Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance

23 August 2019

Papers citing "Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance"

19 / 19 papers shown

Title
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems Ajinkya Kulkarni Atharva Kulkarni Miguel Couceiro Isabel Trancoso 85 0 0 02 Mar 2025
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data Rik Raes Saskia Lensink Mykola Pechenizkiy 58 0 0 14 Nov 2024
DENOASR: Debiasing ASRs through Selective Denoising Anand Rai S. Jaiswal Shubham Prakash Bendi Pragnya Sree Animesh Mukherjee 79 0 0 22 Oct 2024
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models Yi-Cheng Lin Tzu-Quan Lin Chih-Kai Yang Ke-Han Lu Wei-Chih Chen Chun-Yi Kuan Hung-yi Lee 76 6 0 09 Jul 2024
On the Encoding of Gender in Transformer-based ASR Representations Aravind Krishnan Badr M. Abdullah Dietrich Klakow 71 4 0 14 Jun 2024
STraDa: A Singer Traits Dataset Yuexuan Kong V. Tran Romain Hennequin 40 2 0 06 Jun 2024
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants Chloe Sekkat Fanny Leroy Salima Mdhaffar Blake Perry Smith Yannick Esteve Joseph Dureau A. Coucke 49 1 0 14 May 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps Giuseppe Attanasio Beatrice Savoldi Dennis Fucci Dirk Hovy 92 9 0 28 Feb 2024
The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese Ajinkya Kulkarni Anna Tokareva Rameez Qureshi Miguel Couceiro 52 6 0 12 Feb 2024
No Pitch Left Behind: Addressing Gender Unbalance in Automatic Speech Recognition through Pitch Manipulation Dennis Fucci Marco Gaido Matteo Negri Mauro Cettolo L. Bentivogli 67 5 0 10 Oct 2023
A Deep Dive into the Disparity of Word Error Rates Across Thousands of NPTEL MOOC Videos Anand Rai Siddharth D. Jaiswal Animesh Mukherjee 55 2 0 20 Jul 2023
Using Data Augmentations and VTLN to Reduce Bias in Dutch End-to-End Speech Recognition Systems T. Patel O. Scharenborg 71 3 0 05 Jul 2023
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 151 38 0 17 Nov 2022
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities Pranav Dheram Murugesan Ramakrishnan A. Raju I-Fan Chen Brian King Katherine L. Powell Melissa Saboowala Karan Shetty A. Stolcke 56 36 0 22 Jul 2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems Marcely Zanon Boito Laurent Besacier N. Tomashenko Yannick Esteve 65 19 0 04 Apr 2022
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions Chunxi Liu M. Picheny Leda Sari Pooja Chitkara Alex Xiao Xiaohui Zhang Mark Chou Andres Alvarado C. Hazirbas Yatharth Saraf 88 44 0 18 Nov 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 103 15 0 28 May 2021
Quantifying Bias in Automatic Speech Recognition Siyuan Feng O. Kudina B. Halpern O. Scharenborg 63 87 0 28 Mar 2021
Gender Representation in Open Source Speech Resources Mahault Garnerin Solange Rossato Laurent Besacier 47 6 0 18 Mar 2020