Vibration
This page groups the current SSI review database by the real `modality:` tag `modality:vibration`.
The list below includes every paper page that currently carries this technique label.
Papers
NasoVoce: A Nose-Mounted Low-Audibility Speech Interface for Always-Available Speech Interaction
A strong deployment-focused speech interface leveraging a novel nose-pad dual-sensor configuration and multimodal fusion to enable robust low-audibility speech interaction with AI under noise, backed by extensive evaluation.
Silent Speech Sentence Recognition with Six-Axis Accelerometers using Conformer and CTC Algorithm
顔周辺の6軸センサーで無声の語列を読み、4人の小規模試験で単語単位の正解率97.17%を報告。文章全体の正解率や未知人物の精度ではない。語列認識への展開に価値はあるが、本人調整の必要性と本文・図の不整合が残る。
Advancing NAM-to-Speech Conversion with Novel Methods and the MultiNAM Dataset
耳の後ろの微弱な振動を音声に変えるため、学習用音声の作り方を比較した研究。Diff-NAMの最終単語誤り率は2人で32.39%・38.94%と比較した映像利用法より低いが、両話者のNAMと文字を使うMFA-TTSの26.38%・32.61%には及ばない。価値は7.96時間の同時収録と教師音声設計にあり、患者向けの無音会話機器を実証したわけではない。
Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency
Strong SSI system combining a novel ultrasensitive throat textile strain sensor with an efficient 1D residual CNN, achieving high word classification accuracy with low computational cost and promising few-shot transfer to new users and words on small vocabularies.