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Silent speech interface (SSI) enables hands-free input without audible vocalization, but most SSI systems do not verify speaker identity. We present HEar-ID, which uses consumer active noise-canceling earbuds to capture low-frequency…

Automated speech recognition (ASR) models have gained prominence for applications such as captioning, speech translation, and live transcription. This paper studies Whisper and two model variants: one optimized for live speech streaming and…

声音 · 计算机科学 2025-03-14 Allison Andreyev

Grip force is commonly used as an overall health indicator in older adults and is valuable for tracking progress in physical training and rehabilitation. Existing methods for wearable grip force measurement are cumbersome and…

人机交互 · 计算机科学 2025-07-29 Kian Mahmoodi , Yudong Xie , Tan Gemicioglu , Chi-Jung Lee , Jiwan Kim , Cheng Zhang

We present an efficient end-to-end approach for holistic Automatic Speaking Assessment (ASA) of multi-part second-language tests, developed for the 2025 Speak & Improve Challenge. Our system's main novelty is the ability to process all four…

计算与语言 · 计算机科学 2025-10-07 Nhan Phan , Anusha Porwal , Yaroslav Getman , Ekaterina Voskoboinik , Tamás Grósz , Mikko Kurimo

Large transformer-based models have significant potential for speech transcription and translation. Their self-attention mechanisms and parallel processing enable them to capture complex patterns and dependencies in audio sequences.…

音频与语音处理 · 电气工程与系统科学 2024-09-25 Yael Segal-Feldman , Aviv Shamsian , Aviv Navon , Gill Hetz , Joseph Keshet

We investigate the emergent abilities of the recently proposed web-scale speech model Whisper, by adapting it to unseen tasks with prompt engineering. We selected three tasks: audio-visual speech recognition (AVSR), code-switched speech…

音频与语音处理 · 电气工程与系统科学 2023-08-17 Puyuan Peng , Brian Yan , Shinji Watanabe , David Harwath

Whisper has become the de-facto encoder for extracting general-purpose audio features in large audio-language models, where a 30-second clip is typically represented by 1500 frame features projected into an LLM. In contrast, audio-text…

声音 · 计算机科学 2026-01-23 Gokul Karthik Kumar , Ludovick Lepauloux , Hakim Hacid

Hand interactions are increasingly used as the primary input modality in immersive environments, but they are not always feasible due to situational impairments, motor limitations, and environmental constraints. Speech interfaces have been…

人机交互 · 计算机科学 2025-07-25 Chen Liang , Yuxuan Liu , Martez Mott , Anhong Guo

Whisper is one of the recent state-of-the-art multilingual speech recognition and translation models, however, it is not designed for real time transcription. In this paper, we build on top of Whisper and create Whisper-Streaming, an…

计算与语言 · 计算机科学 2023-09-22 Dominik Macháček , Raj Dabre , Ondřej Bojar

Automatic speech recognition systems have created exciting possibilities for applications, however they also enable opportunities for systematic eavesdropping. We propose a method to camouflage a person's voice over-the-air from these…

声音 · 计算机科学 2022-02-18 Mia Chiquier , Chengzhi Mao , Carl Vondrick

Wireless earbuds are an appealing platform for wearable computing on-the-go. However, their small size and out-of-view location mean they support limited different inputs. We propose finger identification input on earbuds as a novel…

人机交互 · 计算机科学 2025-03-05 Jiwan Kim , Mingyu Han , Ian Oakley

In this paper, we present an acoustic side channel attack which makes use of smartphone microphones recording a robot in operation to exploit acoustic properties of the sound to fingerprint a robot's movements. In this work we consider the…

密码学与安全 · 计算机科学 2022-09-22 Ryan Shah , Mujeeb Ahmed , Shishir Nagaraja

Real-time automatic speech recognition systems are increasingly integrated into interactive applications, from voice assistants to live transcription services. However, scaling these systems to support multiple concurrent clients while…

声音 · 计算机科学 2026-04-14 Federico Bruzzone , Walter Cazzola , Matteo Brancaleoni , Dario Pellegrino

Existing 3D visual grounding methods rely on precise text prompts to locate objects within 3D scenes. Speech, as a natural and intuitive modality, offers a promising alternative. Real-world speech inputs, however, often suffer from…

计算机视觉与模式识别 · 计算机科学 2025-06-18 Yu Qi , Lipeng Gu , Honghua Chen , Liangliang Nan , Mingqiang Wei

Recent developments in large speech foundation models like Whisper have led to their widespread use in many automatic speech recognition (ASR) applications. These systems incorporate `special tokens' in their vocabulary, such as…

计算与语言 · 计算机科学 2024-07-18 Vyas Raina , Rao Ma , Charles McGhee , Kate Knill , Mark Gales

Silent speech interfaces have been recently proposed as a way to enable communication when the acoustic signal is not available. This introduces the need to build visual speech recognition systems for silent and whispered speech. However,…

计算机视觉与模式识别 · 计算机科学 2018-02-20 Stavros Petridis , Jie Shen , Doruk Cetin , Maja Pantic

Tracking hand poses on wrist-wearables enables rich, expressive interactions, yet remains unavailable on commercial smartwatches, as prior implementations rely on external sensors or custom hardware, limiting their real-world applicability.…

人机交互 · 计算机科学 2026-02-26 Jiwan Kim , Chi-Jung Lee , Hohurn Jung , Tianhong Catherine Yu , Ruidong Zhang , Ian Oakley , Cheng Zhang

We present an approach to synthesize whisper by applying a handcrafted signal processing recipe and Voice Conversion (VC) techniques to convert normally phonated speech to whispered speech. We investigate using Gaussian Mixture Models (GMM)…

Large general-purpose transformer models have recently become the mainstay in the realm of speech analysis. In particular, Whisper achieves state-of-the-art results in relevant tasks such as speech recognition, translation, language…

声音 · 计算机科学 2024-05-07 Antonio Bevilacqua , Paolo Saviano , Alessandro Amirante , Simon Pietro Romano

Speaker verification is a task of confirming an individual's identity through the analysis of their voice. Whispered speech differs from phonated speech in acoustic characteristics, which degrades the performance of speaker verification…

声音 · 计算机科学 2026-05-08 Magdalena Gołębiowska , Piotr Syga