AIMC Topic: Speech Recognition Software

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Artificial intelligence enabled smart mask for speech recognition for future hearing devices.

Scientific reports Dec 3, 2024
In recent years, Lip-reading has emerged as a significant research challenge. The aim is to recognise speech by analysing Lip movements. The majority of Lip-reading technologies are based on cameras and wearable devices. However, these technologies h...
Lipreading Masks Radio Frequency Identification Device COVID-19 SARS-CoV-2 Wearable Electronic Devices Speech Recognition Software Hearing Aids Hearing Loss Humans Artificial Intelligence Machine Learning
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Speech recognition using an english multimodal corpus with integrated image and depth information.

Scientific reports Nov 6, 2024
Traditional English corpora mainly collect information from a single modality, but lack information from multimodal information, resulting in low quality of corpus information and certain problems with recognition accuracy. To solve the above problem...
Humans Facial Expression Speech Recognition Software Signal-To-Noise Ratio Language Deep Learning Speech Speech Perception Lip
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Automated speech recognition bias in personnel selection: The case of automatically scored job interviews.

The Journal of applied psychology Oct 31, 2024
Organizations, researchers, and software increasingly use automatic speech recognition (ASR) to transcribe speech to text. However, ASR can be less accurate for (i.e., biased against) certain demographic subgroups. This is concerning, given that the ...
Humans Machine Learning Interviews as Topic Speech Recognition Software Personnel Selection Female Adult Male
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Accuracy of Speech Sound Analysis: Comparison of an Automatic Artificial Intelligence Algorithm With Clinician Assessment.

Journal of speech, language, and hearing research : JSLHR Aug 22, 2024
PURPOSE: Automatic speech analysis (ASA) and automatic speech recognition systems are increasingly being used in the treatment of speech sound disorders (SSDs). When utilized as a home practice tool or in the absence of the clinician, the ASA system ...
Speech Production Measurement Speech Sound Disorder Speech Recognition Software Phonetics Reproducibility of Results Male Adolescent Child, Preschool Child Artificial Intelligence Algorithms Female Humans
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Speech-based recognition and estimating severity of PTSD using machine learning.

Journal of affective disorders Jul 14, 2024
BACKGROUND: Traditional methodologies for diagnosing post-traumatic stress disorder (PTSD) primarily rely on interviews, incurring considerable costs and lacking objective indices. Integrating biomarkers and machine learning techniques into this diag...
Speech Recognition Software Adult Humans Male Machine Learning Middle Aged Severity of Illness Index Female Case-Control Studies Stress Disorders, Post-Traumatic
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Effect of Ambient Voice Technology, Natural Language Processing, and Artificial Intelligence on the Patient-Physician Relationship.

Applied clinical informatics Jun 4, 2024
BACKGROUND:  The method of documentation during a clinical encounter may affect the patient-physician relationship.
Male Middle Aged Surveys and Questionnaires Natural Language Processing Physician-Patient Relations Patient Satisfaction Prospective Studies Female Adult Speech Recognition Software Humans Voice Artificial Intelligence
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Crossmixed convolutional neural network for digital speech recognition.

PloS one Apr 26, 2024
Digital speech recognition is a challenging problem that requires the ability to learn complex signal characteristics such as frequency, pitch, intensity, timbre, and melody, which traditional methods often face issues in recognizing. This article in...
Speech Humans Speech Recognition Software Neural Networks, Computer Algorithms
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Automated Generation of Clinical Reports Using Sensing Technologies with Deep Learning Techniques.

Sensors (Basel, Switzerland) Apr 25, 2024
This study presents a pioneering approach that leverages advanced sensing technologies and data processing techniques to enhance the process of clinical documentation generation during medical consultations. By employing sophisticated sensors to capt...
Humans Deep Learning Speech Recognition Software
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Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model.

Journal of affective disorders Mar 27, 2024
BACKGROUND: Prior research has associated spoken language use with depression, yet studies often involve small or non-clinical samples and face challenges in the manual transcription of speech. This paper aimed to automatically identify depression-re...
Humans Deep Learning Speech Depression Smartphone Speech Recognition Software
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A Speech Recognition Method Based on Domain-Specific Datasets and Confidence Decision Networks.

Sensors (Basel, Switzerland) Jun 29, 2023
This paper proposes a speech recognition method based on a domain-specific language speech network (DSL-Net) and a confidence decision network (CD-Net). The method involves automatically training a domain-specific dataset, using pre-trained model par...
Neural Networks, Computer Speech Recognition Software Speech Speech Perception Models, Theoretical Sound Spectrography Datasets as Topic
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