@proceedings{impact-speech-2026-1,
    title = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.0/",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{bourrel-etal-2026-probe,
    title = "A Probe Shift Is Not a Fairness Fix: The Limits of Representation Steering in Speech Models",
    author = "Bourrel, Nicolas  and
      Issam, Abderrahmane  and
      Spanakis, Gerasimos",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.1/",
    pages = "1--9",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{dsouza-etal-2026-aip,
    title = "{AIP}-Speech: Auditing Speech {LLM} Robustness to Background Interference",
    author = "Dsouza, Aiden  and
      Mishra, Shreyansh  and
      Suneja, Yashraj  and
      Swain, Rohan  and
      Borkar, Samyak  and
      Jaishankar, Arjun  and
      Urade, Tanmay",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.2/",
    pages = "10--19",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{koo-2026-large,
    title = "Can Large Audio-Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities",
    author = "Koo, Heejoon",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.3/",
    pages = "20--32",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{sharma-gupta-2026-early,
    title = "Early Warning for Target-Speaker Extraction: Reliability under Distribution and Failure-Definition Shift",
    author = "Sharma, Shubham  and
      Gupta, Manik",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.4/",
    pages = "33--41",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{saha-etal-2026-evaluating,
    title = "Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of {IPA} Transcription Models",
    author = "Saha, Maneesha Rani  and
      Bao, Catherine  and
      Patwari, Neal",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.5/",
    pages = "42--60",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{bajwa-2026-lost,
    title = "Lost in Compression: Calibration Bias and the Accent-{WER} Gap in Speech {LLM}s",
    author = "Bajwa, Angad Ripudaman Singh",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.6/",
    pages = "61--66",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{kolluri-etal-2026-pruning,
    title = "Pruning for Efficiency, Paying in Fairness: Demographic Disparities in Pruned Speech-{LLM}s",
    author = "Kolluri, Ganesh Pavan Kartikeya Bharadwaj  and
      Kampouridis, Michael  and
      Shekhar, Ravi",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.7/",
    pages = "67--80",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{ginjala-etal-2026-temporal,
    title = "Temporal Taxation Compounds Under Post-Training Compression of Whisper Models",
    author = "Ginjala, Srishti  and
      Fosler-Lussier, Eric  and
      Myers, Christopher W.  and
      Parthasarathy, Srinivasan",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.8/",
    pages = "81--94",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{kantarci-etal-2026-turksv,
    title = "{T}urk{SV}-Bench: Assessing Demographic Bias and Preprocessing Effects in Speaker Verification",
    author = "Kantarc{\i}, Ahmet Berkay  and
      Parlak, Abdulkadir  and
      Karazor, Ahmet",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.9/",
    pages = "95--103",
    ISBN = "979-8-89176-479-8"
}
@inproceedings{xu-2026-drives,
    title = "What Drives Dialectal Jailbreaks? An Ablation of Surface Form, Cultural Framing, and Strategy Banks",
    author = "Xu, Qingyang",
    editor = "Shekhar, Ravi  and
      Swain, Monorama  and
      Mishra, Jagabandhu  and
      Dhar, Sandipan  and
      Mouratidis, Haralambos  and
      Purver, Matthew",
    booktitle = "Proceedings of the {IMPACT}-{SPEECH} Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech {LLM}s",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.impactspeech-1.10/",
    pages = "104--118",
    ISBN = "979-8-89176-479-8"
}