Exploring Subgroup Performance in End-to-End Speech Models-Reference-Cited by-同舟云学术

Exploring Subgroup Performance in End-to-End Speech Models

Published:2023-06-04 Issue: Volume: Page:
ISSN:
Container-title:ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
language:
Short-container-title:

Author:

Koudounas Alkis¹,Pastor Eliana¹,Attanasio Giuseppe²,Mazzia Vittorio³,Giollo Manuel³,Gueudre Thomas³,Cagliero Luca¹,de Alfaro Luca⁴,Baralis Elena¹,Amberti Daniele³

Affiliation:

1. Politecnico di Torino,Turin,Italy

2. Bocconi University,Milan,Italy

3. Alexa AI, Amazon,Turin,Italy

4. University of California,Santa Cruz,CA,USA

Funder

Fondazione Cariplo

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10094559/10094560/10095284.pdf?arnumber=10095284

Reference15 articles.

1. Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach

2. How divergent is your data?

3. SUPERB: Speech Processing Universal PERformance Benchmark

4. SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging

5. Toward fairness in speech recognition: Discovery and mitigation of performance disparities;dheram;Proc Interspeech 2022,2021

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models;2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2024-04-14

2. Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models;2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2024-04-14

3. Prioritizing Data Acquisition for end-to-end Speech Model Improvement;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. Boosting court judgment prediction and explanation using legal entities;Artificial Intelligence and Law;2024-03-18

5. Towards Comprehensive Subgroup Performance Analysis in Speech Models;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024