Improving Speech to Text Alignment Based on Repetition Detection for Dysarthric Speech
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DOI: 10.1007/s00034-020-01419-5
Abstract: Alignment of transcription to the speech finds applications in video subtitling, human–computer interaction by means of natural language communication, etc. In spite of many advancements, alignment of transcription to speech remains a challenging task and… read more here.
Keywords: speech text; speech; repetition detection; dysarthric speech ... See more keywords
Applications of speech-to-text recognition and computer-aided translation for facilitating cross-cultural learning through a learning activity: issues and their solutions
Sign Up to like & getrecommendations! Published in 2018 at "Educational Technology Research and Development"
DOI: 10.1007/s11423-017-9556-8
Abstract: In this study, 21 university students, who represented thirteen nationalities, participated in an online cross-cultural learning activity. The participants were engaged in interactions and exchanges carried out on Facebook® and Skype® platforms, and their multilingual… read more here.
Keywords: learning activity; cross cultural; cultural learning; cat ... See more keywords
Factors in Emotion Recognition With Deep Learning Models Using Speech and Text on Multiple Corpora
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3151551
Abstract: Emotion recognition performance of deep learning models is influenced by multiple factors such as acoustic condition, textual content, style of emotion expression (e.g. acted, natural), etc. In this paper, multiple factors are analysed by training… read more here.
Keywords: speech text; corpora; learning models; deep learning ... See more keywords
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3208528
Abstract: This letter introduces a new synthesis-based defense algorithm for counteracting with a varieties of adversarial attacks developed for challenging the performance of the cutting-edge speech-to-text transcription systems. Our algorithm implements a Sobolev-based GAN and proposes… read more here.
Keywords: rsd gan; adversarial attacks; speech text; defense ... See more keywords
3D Avatar Approach for Continuous Sign Movement Using Speech/Text
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DOI: 10.3390/app11083439
Abstract: Sign language is a visual language for communication used by hearing-impaired people with the help of hand and finger movements. Indian Sign Language (ISL) is a well-developed and standard way of communication for hearing-impaired people… read more here.
Keywords: speech text; sentence; sign; sign language ... See more keywords
Domain Adaptation Speech-to-Text for Low-Resource European Portuguese Using Deep Learning
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DOI: 10.3390/fi15050159
Abstract: Automatic speech recognition (ASR), commonly known as speech-to-text, is the process of transcribing audio recordings into text, i.e., transforming speech into the respective sequence of words. This paper presents a deep learning ASR system optimization… read more here.
Keywords: speech text; european portuguese; speech; domain ... See more keywords