CUCO Database: A voice and speech corpus of patients who underwent upper airway surgery in pre- and post-operative states
收藏资源简介:
The data set comprises 3,800 speech audio files of 3 types of upper respiratory tract surgeries and 1 control set. The dataset has an average of 35.51 +- 5.91 audio recordings per patient. It provides valuable resources to the scientific community to systematically investigate the objective effects of upper respiratory tract surgery on voice and speech. This data set is a complete corpus comprising data from 107 Spanish Castilian speakers. This corpus encompasses voice and speech recordings from both control speakers and patients who underwent upper airway surgical procedures in pre- and post-operative stages. The surgeries in focus include Tonsillectomy, Functional Endoscopic Sinus Surgery, and Septoplasty, all consistently performed by a single surgeon. This corpus has been the basis for different previous studies to evaluate changes in voice and its quality due to surgery. The results do not suggest significant changes in the most relevant acoustic parameters studied for the voice, which is consistent with the initial hypothesis. However, the analysis of speech recordings remains open, with a special focus on the nasalised segments, which are expected to change due to surgical intervention. This data set also opens the way to study the effect of upper airway surgery on the performance of speaker recognition and identification methods, as well as to be used to test anti-spoofing methodologies to make them more robust. Please, if you use this database, cite this open-access paper where the data acquisition is explained and detailed: Hernández-García, E., Guerrero-López, A., Arias-Londoño, J. D., & Godino-Llorente, J. I. (2024). A voice and speech corpus of patients who underwent upper airway surgery in pre-and post-operative states. Scientific Data, 11(1), 746.
本数据集包含3类上呼吸道手术(upper respiratory tract surgeries)相关语音音频文件共3800条,以及1组对照组样本。每位患者的平均音频录制条数为35.51±5.91。本数据集可为科研群体系统性探究上呼吸道手术对嗓音与言语的客观影响提供宝贵资源。 本数据集为完整语料库,涵盖107名西班牙卡斯蒂利亚语使用者的语音数据。该语料库包含对照组受试者与接受上呼吸道手术患者的术前、术后嗓音及言语录制数据。本次研究涉及的手术类型包括扁桃体切除术(Tonsillectomy)、功能性鼻内镜鼻窦手术(Functional Endoscopic Sinus Surgery)及鼻中隔成形术(Septoplasty),所有手术均由同一位外科医师完成。 该语料库曾作为多项前期研究的基础,用于评估手术引发的嗓音及其质量变化。相关研究结果显示,针对嗓音的核心声学参数并未出现显著变化,这与初始研究假设相符。但针对言语录制数据的分析仍有待开展,其中鼻化音段为重点研究方向,预计手术干预会对其产生影响。 本数据集同时为探究上呼吸道手术对说话人识别与确认方法性能的影响提供了研究路径,也可用于测试反欺骗方法以提升其鲁棒性。 若使用本数据库,请引用以下详细阐述数据采集流程的开源论文: 埃尔南德斯-加西亚(Hernández-García, E.)、格雷罗-洛佩斯(Guerrero-López, A.)、阿里亚斯-隆多尼奥(Arias-Londoño, J. D.)与戈迪尼奥-略伦特(Godino-Llorente, J. I.)(2024)。《术前与术后上呼吸道手术患者嗓音与言语语料库》,Scientific Data,11(1),746。



