arXiv:2606.04475cs.SDcs.MM2026-06

发现笔记本扬声器播放振动声时会出现双重周期特征,可能影响听感差异。

A Second-Order Cepstral Signature of Contact-Vibration Sounds Reproduced by Laptop Loudspeakers: A Synthetic Case Study

  • 通过六阶段合成链模拟振动声音传播,分析频谱特性变化
  • 第一阶倒谱周期性在全程保留,第二阶倒谱双峰结构仅在源头和扬声器输出明显
  • 提出用二阶倒谱双峰作为接触振动声的探索性描述符,适合音频感知研究者

手机在硬表面上振动时,通过笔记本扬声器回放的声音与普通音视频录制效果显著不同。我们提出,这种感知差异可归因于嵌套周期性:一阶倒谱反映振动周期及其倍频,二阶倒谱反映一阶倒谱中重复间距。将此感知效应视为真实存在,采用透明的合成信号链,建模六个阶段:机械生成、表面与空气传播、麦克风采集、编码解码、笔记本扬声器播放及再录制或后处理。合成分析表明,一阶倒谱周期性在全链路中保持不变,而更清晰的二模或准二模二阶倒谱特征仅在机械源点和笔记本扬声器播放端最显著。结果支持但未证实假设:笔记本回放可能强化原本在中间录制与编码形式中表达较弱的潜在接触振动周期性。我们将二阶倒谱双峰性作为接触振动回放的探索性描述符,而非完整感知度量。后续验证需包括真实设备录音、受控播放传输函数、感知判断,以及与语音、音乐和环境声的对比。

原文摘要 · Abstract (English)

A mobile phone vibrating on a hard surface often sounds qualitatively unlike ordinary audiovisual recordings when reproduced through laptop loudspeakers. We propose that part of this perceptual distinctiveness can be described as a nested periodicity: a first-order cepstral structure reflecting the vibration period and its multiples, and a second-order cepstral structure reflecting repeated spacing within the first-order cepstrum. Treating the perceptual effect as real and using a deliberately transparent synthetic signal chain, we model six stages: mechanical generation, surface and air propagation, microphone capture, encoding and decoding, laptop-speaker playback, and re-recording or post-processing. The synthetic analysis shows that the first-order cepstral periodicity is preserved across the chain, whereas a cleaner bimodal or quasi-bimodal second-order cepstral signature is most evident at the mechanical source and at laptop-speaker playback. The result supports, but does not prove, the hypothesis that laptop reproduction can re-emphasize a latent contact-vibration periodicity that is less cleanly expressed in intermediate recorded and encoded forms. We frame second-order cepstral bimodality as an exploratory descriptor of contact-vibration playback rather than as a completed perceptual metric. Required validation includes recordings of real devices, controlled playback transfer functions, perceptual judgments, and comparisons against ordinary speech, music, and environmental recordings.

音频感知倒谱分析振动声

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