AI-POWERED STUTTERING SEVERITY CALCULATION TOOL

Abstract

This invention relates to an AI-powered stuttering severity calculator that offers an innovative tool for objectively assessing the severity of stuttering, enabling therapists to obtain more accurate data when developing treatment plans, and monitoring the treatment process for speech disorders such as stuttering in the fields of speech and language therapy, health, and rehabilitation technologies.

Description

1 TARIFF AI-POWERED STUTTERING SEVERITY CALCULATION TOOL Technical Area This invention is relevant to speech and language therapy, health and rehabilitation technologies. In these areas, objective assessment of the severity of stuttering by therapists enabling them to obtain more accurate data when creating treatment plans. The assessment and treatment process for speech disorders such as stuttering takes 10 years. AI-powered stuttering severity monitoring offers an innovative tool for tracking. It is related to the calculation tool. State of the Art In current practices, speech therapists in Türkiye and around the world treat stuttering. The severity is usually assessed manually. Therapists use the patient's audio recording. By listening, he notes down pauses, repetitions, and prolongations one by one. This method... It is both time-consuming and subjective; the analysis depends on the therapist's experience and attention. It depends, which can increase the margin of error. In some countries, basic stuttering analysis is used. There are mobile applications that do this. However, these applications are only available to a limited number of 20 people. It is functional for the user base. Turkish language support is limited, speech analysis is included. It is not done in depth (for example, parameters such as repetition type, pause duration). (It is incomplete), it does not fully meet the needs of therapists. Artificial intelligence in the world Some speech analysis tools based on certain principles are used in the diagnosis of speech disorders. It is used. For example, 25 that identify sound frequency or fluency problems. There are software programs available. However, these tools are generally focused on general speech analysis. It focuses on, but is not optimized for stuttering. Description of the Invention 30 This statement discusses the AI-powered stuttering severity calculator. for a better understanding and without creating any limiting effects. This is explained as follows. 2 The present invention satisfies the aforementioned requirements and eliminates all disadvantages. AI-assisted stuttering that eliminates stuttering and provides some additional advantages. It is related to the intensity calculation tool. The primary purpose of the invention is to create algorithms specifically optimized for the Turkish language. using an AI-based voice analysis tool to determine the percentage of stuttering. The goal is to eliminate existing deficiencies by automatically calculating the problems. Another aim of the invention is to reduce the workload of therapists by providing fast and objective analysis. The goal is to reduce it. Another aim of the invention is to eliminate human errors in manual processes. The goal is to provide accurate and standardized measurements. The invention will help in the assessment and treatment of speech disorders such as stuttering. AI-powered stuttering severity analysis offers an innovative tool for monitoring the process. It is a calculation tool. The invention, in its preferred form, objectively measures the severity of stuttering. This evaluation provides therapists with more accurate data when creating treatment plans. AI-powered stuttering severity calculator that enables it to obtain this information. It is a tool. The invention, in its preferred form, is used to record patients' progress during therapy. 25 and AI-powered systems used to monitor changes in violence rates It is a tool for calculating the severity of stuttering. The invention, in its preferred form, is an AI-powered stuttering severity calculator. It is a tool. 30 The elements of the invention are as follows. a) Sound Analysis Algorithm for Aluminum Blocks b) Natural Language Processing Module Control Module 3 c) Artificial Intelligence Training d) User Interface e) Cloud Storage Module f) Reporting and Visualization g) Data Security Layer 5 The invention's production method is as follows. ✓ Audio recordings containing examples of stuttering are compiled from various sources and brought together. A dataset is created. Quality control of the recorded sounds is performed, and noises are removed. They are cleaned and converted to standard formats. Types of stuttering: 10 (pause, repeat, prolongation) are manually labeled and used for training. (Data Collection, Data Processing, Data Labeling) ✓ An artificial intelligence model is trained using labeled data. Machine learning. Algorithms are optimized. (Artificial Intelligence Model Training) Original Turkish language. The language structure is analyzed and grammatical rules are integrated into the model. (Turkish 15) (Language Model Adaptation) Therapists can easily upload voice recordings and see the results. A graphical user interface is developed that the user can use. (User Interface Development) The model's integration with all elements is tested, errors are corrected, and Accuracy is optimized (Testing and Verification). ✓ A secure cloud system is established for storing patient data and 20 It is integrated with the system. (Cloud Storage Integration) Patient data Software encryption and access control are added to ensure security. (Data Security Application) Figures 1 and 2 show the AI-assisted stuttering severity calculation. 25 This is a diagram illustrating the workflow of the tool.

Claims

4 REQUESTS 1. The invention is in the fields of speech and language therapy, health and rehabilitation technologies, An objective assessment of the severity of stuttering helps therapists in treatment. stuttering 5, which enables him to obtain more accurate data when creating his plans. for the evaluation and monitoring of the treatment process of speech disorders such as these An AI-powered stuttering severity calculator offering an innovative tool. Its features include a speech analysis algorithm, a natural language processing module, and artificial intelligence. training data, user interface, cloud storage module, and data security. It consists of 10 layers.

2. Complies with Claim 1, and its feature is; voice analysis algorithm, in the patient's voice recording. By automatically detecting pauses, repetitions, and prolongations, it helps identify stuttering. It is the algorithmic part that calculates the percentage.

3. Compliant with Claim 1, its feature is; natural language processing module, Turkish language structure 15 By performing specific analyses, we can identify the linguistic structures (e.g., articulations) that affect stuttering. It is a system used for evaluating word repetitions.

4. Complies with Claim 1, and its characteristic is; artificial intelligence training data, algorithm training. It serves as an example and enables the model to learn about different types of stuttering.

5. Complies with Claim 1, and its features include a user interface that allows therapists to easily use voice commands. uploading records, viewing analysis results, and reports. It is the part that enables its creation.

6. Compliant with Claim 1, its features include a cloud storage module, patient voice recordings, and It securely stores analysis results and provides easy access to historical data. It is the part that provides. 25 7. Compliant with Claim 1, its features include: data security layer, patient information and This is the part where the reliability of the application is increased by ensuring the confidentiality of its records.

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