通过GradioUI实现由M4T支持的无缝语音转文字功能

M. R
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引用次数: 0

摘要

语音到文本的翻译在克服语言障碍和加强跨文化交流方面至关重要。本文介绍了一种新颖的应用程序,它利用无缝 M4T 模型和 Gradio UI 实现了准确、高效的语音到文本翻译。该系统支持多种语言,重点是英语和泰米尔语,并整合了来自不同来源的音频输入。Gradio UI 的直观界面确保了该应用程序对广大受众的易用性。该系统的性能通过各种测试案例进行了评估,证明了其稳健性和准确性,标志着通信技术的重大进步。关键词: 人工智能、多语言通信、语音识别、语音到文本翻译、用户界面设计、Gradio UI、无缝 M4T。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SEAMLESS M4T-POWERED SPEECH TO TEXT WITH GRADIO UI
Speech-to-text translation is pivotal in overcoming language barriers and enhancing communication across cultures. This paper introduces a novel application that leverages the Seamless M4T model and Gradio UI for accurate and efficient speech-to-text translation. The system supports multiple languages, with a focus on English and Tamil, and integrates audio input from diverse sources. Gradio UI’s intuitive interface ensures the application’s accessibility to a broad audience. The system’s performance, evaluated through various test cases, demonstrates its robustness and accuracy, marking a significant advancement in communication technology. Keywords— Artificial Intelligence, Multilingual Communication, Speech Recognition, Speech-to-Text Translation, User Interface Design, Gradio UI, Seamless M4T.
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