Results 81 to 90 of about 48,773 (160)

Multilingual Meta-Transfer Learning for Low-Resource Speech Recognition

IEEE Access
This paper proposes a novel meta-transfer learning method to improve automatic speech recognition (ASR) performance in low-resource languages. Nowadays, we are witnessing high interest in low-resource ASR tasks aiming at delivering feasible and reliable ...
Rui Zhou, Takaki Koshikawa, Akinori Ito, Takashi Nose, Chia-Ping Chen   +4 more
doaj   +1 more source

Advancements in Speech Recognition: A Systematic Review of Deep Learning Transformer Models, Trends, Innovations, and Future Directions

IEEE Access
The transformer is a Deep Learning (DL) model that revolutionized language processing with its self-attention mechanism, enabling parallel processing and improving model efficiency, which dramatically reshaped the landscape of speech recognition ...
Yousef O. Sharrab, Hani Attar, Mohammad Ali H. Eljinini, Yasmin Al-Omary, Wala'A E. Al-Momani   +4 more
doaj   +1 more source

OS-Denseformer: A Lightweight End-to-End Noise-Robust Method for Chinese Speech Recognition

Applied Sciences
Automatic speech recognition (ASR) technology faces the dual challenges of model complexity and noise robustness when deployed on terminal devices (e.g., mobile devices, embedded systems). To meet the demand for lightweight and high-performance models in
Shiqi Que, Liping Qian, Mingqing Li, Qian Wang   +3 more
doaj   +1 more source

An Input-synchronous Blockwise Decoding Algorithm for CTC-AED Speech Recognition

Информатика и автоматизация
Automatic speech recognition (ASR) systems for real-life scenarios are required to process audio streams of arbitrary length with stable accuracy under limited computational resources.
Iurii Lezhenin, Natalia Bogach
doaj   +1 more source

An End-To-End Speech Recognition Model for the North Shaanxi Dialect: Design and Evaluation. [PDF]

Sensors (Basel)
Qin Y, Yu F.
europepmc   +1 more source

Automatic Speech Recognition and Acoustic Analysis for Dysarthria Assessment in Telerehabilitation: User-Centered Design and Usability Study. [PDF]

JMIR Form Res
Vinet P, Dillenbourg P, Slot A, Selvanayakam S, Giovanoli S, Du E, Cardoso J, Branscheidt M, Easthope Awai C, Bauer CM.   +9 more
europepmc   +1 more source

Adaptive Phoneme State Learning Architecture for Enhanced Speech Recognition Using Backpropagation Neural Network and Hidden Markov Model. [PDF]

F1000Res
Siddalingappa R, S D, Savitha M, P K, Stella Mary I P, Gornale S, B A L, Li K, Wen Goh K.   +8 more
europepmc   +1 more source

AI-based services for inclusive language learning in immersive XR environments: Speech translation, and sign language integration. [PDF]

Open Res Eur
Tantaroudas ND, J McCracken A, Karachalios I, Papatheou E.   +3 more
europepmc   +1 more source

Recovering Speech from Vibrations: Principles and Algorithms in Radar and Laser Sensing. [PDF]

Sensors (Basel)
Bederov E, Berdugo B, Cohen I.
europepmc   +1 more source

Bidirectional Kazakh Sign Language prosody-aware translation using computer vision and speech recognition techniques. [PDF]

Front Artif Intell
Zhassuzak M, Buribayev Z, Aouani M, Yerkos A, Yerimbetova A.   +4 more
europepmc   +1 more source