The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models
Fuente:
arXiv
Saved in:
| Main Authors: | Conti, Lina, Fucci, Dennis, Gaido, Marco, Negri, Matteo, Wisniewski, Guillaume, Bentivogli, Luisa |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Voice, Bias, and Coreference: An Interpretability Study of Gender in Speech Translation
by: Conti, Lina, et al.
Published: (2025)
by: Conti, Lina, et al.
Published: (2025)
Cross-Attention is Half Explanation in Speech-to-Text Models
by: Papi, Sara, et al.
Published: (2025)
by: Papi, Sara, et al.
Published: (2025)
Echoes of Phonetics: Unveiling Relevant Acoustic Cues for ASR via Feature Attribution
by: Fucci, Dennis, et al.
Published: (2025)
by: Fucci, Dennis, et al.
Published: (2025)
How do Hyenas deal with Human Speech? Speech Recognition and Translation with ConfHyena
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
by: Papi, Sara, et al.
Published: (2024)
by: Papi, Sara, et al.
Published: (2024)
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
by: Papi, Sara, et al.
Published: (2024)
by: Papi, Sara, et al.
Published: (2024)
How to Evaluate Speech Translation with Source-Aware Neural MT Metrics
by: Cettolo, Mauro, et al.
Published: (2025)
by: Cettolo, Mauro, et al.
Published: (2025)
SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation
by: Fucci, Dennis, et al.
Published: (2024)
by: Fucci, Dennis, et al.
Published: (2024)
Different Speech Translation Models Encode and Translate Speaker Gender Differently
by: Fucci, Dennis, et al.
Published: (2025)
by: Fucci, Dennis, et al.
Published: (2025)
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian
by: Papi, Sara, et al.
Published: (2025)
by: Papi, Sara, et al.
Published: (2025)
Simulstream: Open-Source Toolkit for Evaluation and Demonstration of Streaming Speech-to-Text Translation Systems
by: Gaido, Marco, et al.
Published: (2025)
by: Gaido, Marco, et al.
Published: (2025)
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation
by: Djanibekov, Amirbek, et al.
Published: (2026)
by: Djanibekov, Amirbek, et al.
Published: (2026)
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP
by: Papi, Sara, et al.
Published: (2023)
by: Papi, Sara, et al.
Published: (2023)
SBAAM! Eliminating Transcript Dependency in Automatic Subtitling
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence
by: Gaido, Marco, et al.
Published: (2025)
by: Gaido, Marco, et al.
Published: (2025)
A Prompt Response to the Demand for Automatic Gender-Neutral Translation
by: Savoldi, Beatrice, et al.
Published: (2024)
by: Savoldi, Beatrice, et al.
Published: (2024)
Better Late Than Never: Meta-Evaluation of Latency Metrics for Simultaneous Speech-to-Text Translation
by: Polák, Peter, et al.
Published: (2025)
by: Polák, Peter, et al.
Published: (2025)
DOA: Training-Free Decoder-Only Attention Policy for Long-Form Simultaneous Translation with SpeechLLMs
by: Papi, Sara, et al.
Published: (2026)
by: Papi, Sara, et al.
Published: (2026)
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not
by: Verdini, Francesco, et al.
Published: (2024)
by: Verdini, Francesco, et al.
Published: (2024)
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
by: Lam, Tsz Kin, et al.
Published: (2025)
by: Lam, Tsz Kin, et al.
Published: (2025)
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
by: Papi, Sara, et al.
Published: (2025)
by: Papi, Sara, et al.
Published: (2025)
Assessing the Impact of Anisotropy in Neural Representations of Speech: A Case Study on Keyword Spotting
by: Wisniewski, Guillaume, et al.
Published: (2025)
by: Wisniewski, Guillaume, et al.
Published: (2025)
Gender-Neutral Rewriting in Italian: Models, Approaches, and Trade-offs
by: Piergentili, Andrea, et al.
Published: (2025)
by: Piergentili, Andrea, et al.
Published: (2025)
Enhancing Gender-Inclusive Machine Translation with Neomorphemes and Large Language Models
by: Piergentili, Andrea, et al.
Published: (2024)
by: Piergentili, Andrea, et al.
Published: (2024)
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations
by: Ranaldi, Leonardo, et al.
Published: (2024)
by: Ranaldi, Leonardo, et al.
Published: (2024)
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
by: Lee, Beomseok, et al.
Published: (2024)
by: Lee, Beomseok, et al.
Published: (2024)
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection
by: Lee, Beomseok, et al.
Published: (2024)
by: Lee, Beomseok, et al.
Published: (2024)
An LLM-as-a-judge Approach for Scalable Gender-Neutral Translation Evaluation
by: Piergentili, Andrea, et al.
Published: (2025)
by: Piergentili, Andrea, et al.
Published: (2025)
Translation in the Hands of Many:Centering Lay Users in Machine Translation Interactions
by: Savoldi, Beatrice, et al.
Published: (2025)
by: Savoldi, Beatrice, et al.
Published: (2025)
Toward Mechanistic Explanation of Deductive Reasoning in Language Models
by: Maltoni, Davide, et al.
Published: (2025)
by: Maltoni, Davide, et al.
Published: (2025)
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
by: Quan, Xin, et al.
Published: (2025)
by: Quan, Xin, et al.
Published: (2025)
MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance
by: Zhao, Xingjian, et al.
Published: (2025)
by: Zhao, Xingjian, et al.
Published: (2025)
Beyond Semantics: Measuring Fine-Grained Emotion Preservation in Small Language Model-Based Machine Translation
by: Wisniewski, Dawid, et al.
Published: (2026)
by: Wisniewski, Dawid, et al.
Published: (2026)
CELL your Model: Contrastive Explanations for Large Language Models
by: Luss, Ronny, et al.
Published: (2024)
by: Luss, Ronny, et al.
Published: (2024)
Reasoning with Natural Language Explanations
by: Valentino, Marco, et al.
Published: (2024)
by: Valentino, Marco, et al.
Published: (2024)
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study
by: Savoldi, Beatrice, et al.
Published: (2024)
by: Savoldi, Beatrice, et al.
Published: (2024)
Unheard in the Digital Age: Rethinking AI Bias and Speech Diversity
by: Amaechi-Okorie, Onyedikachi Hope, et al.
Published: (2026)
by: Amaechi-Okorie, Onyedikachi Hope, et al.
Published: (2026)
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks
by: Züfle, Maike, et al.
Published: (2025)
by: Züfle, Maike, et al.
Published: (2025)
Similar Items
-
Voice, Bias, and Coreference: An Interpretability Study of Gender in Speech Translation
by: Conti, Lina, et al.
Published: (2025) -
Cross-Attention is Half Explanation in Speech-to-Text Models
by: Papi, Sara, et al.
Published: (2025) -
Echoes of Phonetics: Unveiling Relevant Acoustic Cues for ASR via Feature Attribution
by: Fucci, Dennis, et al.
Published: (2025) -
How do Hyenas deal with Human Speech? Speech Recognition and Translation with ConfHyena
by: Gaido, Marco, et al.
Published: (2024) -
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
by: Papi, Sara, et al.
Published: (2024)