{
  "absUrl": "https://arxiv.org/abs/2610.02638v1",
  "arxivId": "2610.02638",
  "arxivVersion": 1,
  "arxivVersionedId": "2610.02638v1",
  "authors": [
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Jie Jin"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Ziyin Ma"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Min Yin"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Jinyu Chen"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Haigang Song"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Zhikun Pang"
    },
    {
      "affiliations": [
        "机构信息未在 arXiv HTML 中可靠披露"
      ],
      "name": "Xiaowen Zhang"
    }
  ],
  "contract": "researcher-sidecars-v1",
  "id": "2610.02638v1",
  "originalTitle": "Batched Speech Decisions Without Decoding: Single-Token Supervision Lets a Frozen LLM Hear Beyond the Transcript",
  "pdfUrl": "https://arxiv.org/pdf/2610.02638v1.pdf",
  "schemaVersion": 1,
  "type": "preprint"
}