{"componentChunkName":"component---src-templates-acg-portal-new-template-tsx","path":"/tmqeuziip","result":{"data":{"markdownRemark":{"html":"

简介

\n

基于pyannote-audio的说话人分离处理器

\n

功能描述

\n\n

算子参数

\n

输入

\n\n\n\n\n\n\n\n\n\n\n\n\n\n
输入含义
audios包含多个音频数据的数组
\n

输出

\n\n\n\n\n\n\n\n\n\n\n\n\n\n
输出含义
resultpa.Array: 包含说话人分离结果的数组
\n

参数

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
参数名称类型默认值描述
model_pathstr'/opt/aihc/models'模型文件所在的路径
rankint0用于指定使用的 GPU 设备编号
\n

调用示例

\n\n
\n
\n
\n Python\n \n
\n
\n 
1from __future__ import annotations\n2\n3import os\n4\n5import daft\n6from daft import col\n7\n8from daft.aihc.common.udf import aihc_udf\n9from daft.aihc.functions.audio.audio_speaker_diarization import AudioSpeakerDiarization\n10\n11if __name__ == \"__main__\":\n12    if os.getenv(\"DAFT_RUNNER\", \"native\") == \"ray\":\n13        import ray\n14        ray.init(dashboard_host=\"0.0.0.0\", ignore_reinit_error=True)\n15        daft.set_runner_ray()\n16    daft.set_execution_config(actor_udf_ready_timeout=6000, min_cpu_per_task=0)\n17\n18    # TODO: 根据实际场景准备样本数据\n19    samples = {\"audios\": [...]}\n20    ds = daft.from_pydict(samples)\n21    constructor_kwargs = {\n22        \"model_path\": '/opt/aihc/models',\n23        \"rank\": 0,\n24    }\n25    ds = ds.with_column(\n26        \"result\",\n27        aihc_udf(\n28            AudioSpeakerDiarization,\n29            construct_args=constructor_kwargs,\n30            num_cpus=1,\n31            concurrency=4,\n32            batch_size=8,\n33        )(col(\"audios\")),\n34    )\n35    ds.show()
\n
\n
\n
\n ","fields":{"slug":"tmqeuziip","title":"说话人分离","date":"2026-06-15","extractedHeadings":[]},"headings":[{"value":"简介","depth":2},{"value":"功能描述","depth":3},{"value":"算子参数","depth":2},{"value":"输入","depth":3},{"value":"输出","depth":3},{"value":"参数","depth":3},{"value":"调用示例","depth":2}]}},"pageContext":{"isCreatedByStatefulCreatePages":false,"slug":"tmqeuziip","prev":{"id":"2mqeuzici","name":"音频人声分离","path":"2mqeuzici","filePath":"操作指南/AI数据处理/算子列表/音频/音频人声分离.md","seo":null,"parentIds":["ilib2qygp","Ymo88m8hi","Imob3m6so","zmob46e1c"],"parents":[{"id":"ilib2qygp","documentId":"bfa43a8b-968a-41a1-8c9d-906507eeaed9","name":"操作指南","repoName":"AIHC","filePath":"操作指南","disabled":false,"path":"ilib2qygp","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":null},{"id":"Ymo88m8hi","documentId":"c8cb5e38-f8c5-40f4-a424-b0c7895f0c0a","name":"AI数据处理","repoName":"AIHC","filePath":"操作指南/AI数据处理","disabled":false,"path":"Ymo88m8hi","lastMergeTime":"2026-04-21 14:23:10","isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"Imob3m6so","documentId":"fe548e34-6659-4ff5-86f6-eee2c43aec90","name":"算子列表","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表","disabled":false,"path":"Imob3m6so","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"zmob46e1c","documentId":"886f1d97-777e-4f0c-81ae-e69bf16653f0","name":"音频","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表/音频","disabled":false,"path":"zmob46e1c","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""}]},"next":{"id":"6mqeuziul","name":"语音识别(Whisper)","path":"6mqeuziul","filePath":"操作指南/AI数据处理/算子列表/音频/语音识别(Whisper).md","seo":null,"parentIds":["ilib2qygp","Ymo88m8hi","Imob3m6so","zmob46e1c"],"parents":[{"id":"ilib2qygp","documentId":"bfa43a8b-968a-41a1-8c9d-906507eeaed9","name":"操作指南","repoName":"AIHC","filePath":"操作指南","disabled":false,"path":"ilib2qygp","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":null},{"id":"Ymo88m8hi","documentId":"c8cb5e38-f8c5-40f4-a424-b0c7895f0c0a","name":"AI数据处理","repoName":"AIHC","filePath":"操作指南/AI数据处理","disabled":false,"path":"Ymo88m8hi","lastMergeTime":"2026-04-21 14:23:10","isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"Imob3m6so","documentId":"fe548e34-6659-4ff5-86f6-eee2c43aec90","name":"算子列表","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表","disabled":false,"path":"Imob3m6so","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"zmob46e1c","documentId":"886f1d97-777e-4f0c-81ae-e69bf16653f0","name":"音频","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表/音频","disabled":false,"path":"zmob46e1c","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""}]},"parents":[{"id":"ilib2qygp","documentId":"bfa43a8b-968a-41a1-8c9d-906507eeaed9","name":"操作指南","repoName":"AIHC","filePath":"操作指南","disabled":false,"path":"ilib2qygp","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":null},{"id":"Ymo88m8hi","documentId":"c8cb5e38-f8c5-40f4-a424-b0c7895f0c0a","name":"AI数据处理","repoName":"AIHC","filePath":"操作指南/AI数据处理","disabled":false,"path":"Ymo88m8hi","lastMergeTime":"2026-04-21 14:23:10","isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"Imob3m6so","documentId":"fe548e34-6659-4ff5-86f6-eee2c43aec90","name":"算子列表","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表","disabled":false,"path":"Imob3m6so","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""},{"id":"zmob46e1c","documentId":"886f1d97-777e-4f0c-81ae-e69bf16653f0","name":"音频","repoName":"AIHC","filePath":"操作指南/AI数据处理/算子列表/音频","disabled":false,"path":"zmob46e1c","lastMergeTime":null,"isApiDoc":null,"httpMethod":null,"seo":null,"sourceOrgName":null,"sourceRepoName":null,"sourceDocumentId":""}],"specificSeo":null}}}