Significance of Detection and Correction of Speech Recognition Errors

Audio Annotation / By

ASR (Automatic speech recognition) has evolved and hence is extensively used for commercial purposes. Consequently, the chances of error rate are higher in most speech recognition areas. It is one of the main obstructions when it comes to the implementation of speech technology. This is especially in the case of applications with a larger volume …

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Benefits of Speech Recognition

Audio Annotation / By

Speech recognition plays a crucial role as it provides voice-enabled assistance for patients. The technology enhances the level of patient engagement during the process of medical treatment outside the care center. For instance, patients can request a voice-enabled assistant for recording their symptoms and provide details of their illness or general health concerns. Speech recognition …

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Different Categories of Audio Classification

Audio Annotation / By

Environmental Sound Classification The audio annotators are required to classify several sounds that attributes to distinct environments. Some specific sounds are related to cities like car horns, construction, sirens and other such sounds this particular classification comes in the best use to create security systems that recognize break-ins sound and also for predictive upkeep. Acoustic …

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How Does Speech Annotation Work in ML for NLP?

Audio Annotation / By

In an audio file, the speech comprises distinct sentences and words that are available for the listeners. To make such phrases understandable in the audio files to machines is feasible through a special data labelling technology during audio annotation. The machine logarithms in NLU or NLP for speech recognition requires linguistic audio annotation to distinguish …

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An Overview of Audio Annotation

Audio Annotation / By

Speech or audio recorded regardless of the type of format is made comprehendible to machines with the help of Machine Learning. The speech recognition units that are NLP-based (natural language processing) need annotated audios for making such sounds audible and understandable to applications such as virtual-assistant devices and chatbots. The healthcare sector offers audio annotation …

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Role of Teleradiology During Shortage of Skilled Clinicians

Teleradiology / By

Conventional practices of radiology face the concern of supply scarcity when it comes to the availably of medical professionals. As per the AAMC (Association of American Medical Colleges) that was published in the year 2019, there will be a scarcity of close to 122,000 clinicians by 2032 in the United States. The output of radiologists …

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Top Trends in Teleradiology Outsourcing

Teleradiology / By

With the sudden spike in workload, the teleradiology outsourcing sector has adopted modern and efficient workflow solution systems such as PACS (The Picture Archive and Communication System) and RIS (Radiology Information System) to increase the productivity of radiologists. The add-on attributes and collaboration choices made available with the help of these systems have enabled continuous …

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