arXiv:2607.00418cs.CLcs.SD2026-07中稿 · Interspeech 2026被引 1

交互式语音分析工具,支持多类型特征对比与音标对齐。

Speech Playground: An Interactive Tool for Speech Analysis and Comparison

论文配图:Speech Playground: An Interactive Tool for Speech Analysis and Comparison
图 1 · 摘自论文原文
  • 前后端分离架构,集成Python与Web界面实现交互探索
  • 支持连续/离散/变长表示的可视化与距离度量比较
  • 适合语音研究、表征验证及发音训练实验

本文提出Speech Playground,一个用于语音可视化与对比的交互式工具。现有工具如Praat虽功能强大,但难以与现代深度学习表征结合,也不便进行跨模型比较。Speech Playground通过Python后端与Web前端结合,支持连续、离散及变长表示的交互式探索,内置TextGrid和强制对齐功能,提供可配置的距离与对齐设置,支持视觉与听觉对比。该工具适用于语音研究、表征有效性验证及面向计算机辅助发音训练(CAPT)的实验。

原文摘要 · Abstract (English)

This paper presents Speech Playground, an interactive speech visualization and comparison tool. While existing tools such as Praat are excellent, it can be cumbersome to integrate them with modern deep learning representations and use them for comparison. Speech Playground addresses this by combining a Python backend with a web-based frontend for interactive exploration of multiple feature types, including continuous, discrete, and variable-length representations. It includes TextGrid and forced alignment support together with configurable distance and alignment settings for visual and auditory comparison. Speech Playground is intended for use in speech research, representation validation, and computer-aided pronunciation training (CAPT)-oriented experimentation.

语音分析交互工具表征对比

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