conftrace_
← Application Areas
Machine Learning › Application Areas ›

Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Adversarial Robustness Analysis in Automatic Pathological Speech Detection Approaches INTERSPEECH 2024
Automatic Children Speech Sound Disorder Detection with Age and Speaker Bias Mitigation INTERSPEECH 2024
Revealing Confounding Biases: A Novel Benchmarking Approach for Aggregate-Level Performance Metrics in Health Assessments INTERSPEECH 2024
Performant ASR Models for Medical Entities in Accented Speech INTERSPEECH 2024
Clever Hans Effect Found in Automatic Detection of Alzheimer's Disease through Speech INTERSPEECH 2024
Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices. INTERSPEECH 2024
Voice Quality Variation in AAE: An Additional Challenge for Addressing Bias in ASR Models? INTERSPEECH 2024
On the Encoding of Gender in Transformer-based ASR Representations INTERSPEECH 2024
An Inter-Speaker Fairness-Aware Speech Emotion Regression Framework INTERSPEECH 2024
An Investigation of Group versus Individual Fairness in Perceptually Fair Speech Emotion Recognition INTERSPEECH 2024
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition INTERSPEECH 2024
Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
As Biased as You Measure: Methodological Pitfalls of Bias Evaluations in Speaker Verification Research INTERSPEECH 2024
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems INTERSPEECH 2024
Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition INTERSPEECH 2024
On the social bias of speech self-supervised models INTERSPEECH 2024
Self-supervised Speech Representations Still Struggle with African American Vernacular English INTERSPEECH 2024
Mathematical Framework for Online Social Media Auditing JMLR 2024
Towards Explainable Evaluation Metrics for Machine Translation JMLR 2024
Fairness guarantees in multi-class classification with demographic parity JMLR 2024
Transport-based Counterfactual Models JMLR 2024
Statistical Inference for Fairness Auditing JMLR 2024
Interpretable algorithmic fairness in structured and unstructured data JMLR 2024
Fairness in Survival Analysis with Distributionally Robust Optimization JMLR 2024
Debiasing Evaluations That Are Biased by Evaluations JMLR 2024