Speech bubblesmunkák

Szia Ákos, Keresünk valakit aki a Google speech-to-text API-t meghajtaná :) PHP-ből. Ha érdekel kérlek írj egy rövidke levelet a czkiss@gmail.com-ra. Üdvözlettel, Kiss Csaba

I'm in need of a skilled individual to create a speech to text module for a web platform. The work should specifically include: - Speech to Text Module: You'll be tasked with creating a robust speech to text conversion tool. This tool should be able to handle a wide range of speech patterns and accents, and be optimized for high levels of accuracy suitable for professional use. - Single Language Focus: The module should be designed for a specific non-English language. Hence, it's imperative that you have experience in developing and working with multilingual solutions, with a focus on a single language at a time. - Web Compatibility: As the module is intended for a web platform, it should be seamlessly integrated into a web environment with cro...

I'm looking for a talented writer to transform traditional tales into creative, engaging, and educational twisted tales. These tales will be targeted at childre...short stories to be written *Describe settings, character and atmosphere within story *Spell Year 3, 4, 5 and 6 spelling words correctly *Integrate dialogue using speech to convey character and advance the action *Use contracted form in dialogue in writing *Use modal verbs to suggest degree of possibility *Use a range of devices to build cohesion (conjunctions, adverbial of time and place, pronouns, synonyms) *Use verb tenses consistently and accurately throughout writing *Use a range of punctuation taught at Key Stage 2 (question marks, exclamation marks, ellipses, hyphens, dashes, brackets, commas for a list...

...include: - Speech recognition: The system should be able to recognize and interpret speech inputs. - Natural language processing: The prototype should be capable of understanding and processing natural language inputs. - Dialog management: An essential requirement is that the prototype can manage dialogues effectively. - Model performance: The overall objective is to assess the performance and efficiency of the model. - RAG: The prototype should follow the RAG (Red, Amber, Green) rating system for providing feedback and user interaction. Ideal skills and experience for this project: - Proficiency in Docker and deployment on local servers. - Experience in FastChat implementation or similar chatbot systems. - Knowledge in creating and testing Woz prototypes. - Exp...

I'm looking for a translator to adapt my English screenplay into Japanese. Though the tone is informal, accuracy is of utmost importance. Applicants should have expertise in the following areas: - Dialogue translation: Ensure idiomatic speech is authentically converted and makes sense in the target language. - Cultural nuance management: The screenplay references multiple localized subjects, which need to be accurately depicted for the Japanese audience. - Knowledge of technical terms: Some industry-specific terms need translation without losing their original meaning and context. The objective of this project is to localize the screenplay for the Japanese market in Final Draft. Therefore, a solid understanding of Japanese pop culture, idioms, and slang would be ideal. Pref...

I'm in need of a talented individual who can create an audiobook with an AI text-to-speech tool. The project is centered around a history-based narrative and is approximately 23 hours. Key Requirements: - Proficiency in working with AI and text-to-speech tools, particularly for audiobook production. - Strong command in English language to ensure the text is correctly interpreted and delivered. - Experience or knowledge in history as a genre, this will help in understanding the tone and context of the content. The ideal freelancer should be able to balance the technical aspects of AI tool operation with the creative elements necessary to bring the history narrative to life in audiobook form.

- Your past experience does NOT matter! - Any social media marketing experience does NOT matter! - Your education certainly does NOT matter! - Your knowledge of any other field definitely Does NOT matter! - Your age, location, speech, looks, ethnicity, etc. does NOT matter! What matter is : You should know how simple advertising on Linkedin can be done to generate relevant leads. And, you must do this for me in the most competitive rate. My fixed price is low but if I get result I will continue to use your services and of course you will be given incentive remuneration too! :-) REQUEST: IRRELEVANT FOLKS KINDLY DO NOT APPLY! THANK YOU

I am in need of a professional photographer skilled in event photography. The event is a graduation speech. As the platform for this project is a graduation event, the successful freelancer should ideally possess experience in similar environments and know how to perfectly capture the important moments. Key requirements: - Skilled in event photography, particularly for formal educational events - Available on the indicated date - Able to travel to the specified location - Portfolio demonstrating previous work in event photography If your experience and skills align with these requirements, please submit your bid along with any relevant portfolio samples. I look forward to collaborating with a professional in this field.

I'm in need of a talented developer who can create an AI-driven web application. This application wi...user interaction. - Chatbot: The application should integrate a chatbot to handle user interactions. - The application should be compatible with web browsers, ensuring it can be accessed and operated smoothly without the need for a separate mobile application. - The most important aspect of this project is the bidirectional voice conversion functionality. It should seamlessly convert speech to text and vice versa. Ideal Skills and Experience: - Proven experience in developing AI-driven web applications. - Proficiency in voice recognition technology. - Previous work with avatar integration. - Chatbot development skills. - Familiarity with bidirectional vo...

I'm looking for an experienced Python and...should allow users to register and log in securely. - Account Management: There should be a functionality for account management for customers. SMS Integration using Twilio: - Send SMS Notifications: The system should be able to send out SMS notifications. - Receive SMS Replies: I'd like the system to be able to receive replies to the SMS messages it sends. Build Artificial Intelligence module for speech to text The ideal candidate for this job should have: - Profound experience in Python and Flask for REST API development. - Prior experience in working on multitenant systems. - Strong understanding of Twilio API for SMS integration. - Knowledge of databases for user and data management. - Experience with authentication and au...

I'm seeking a proficient speechwriter who can help me craft an engaging and informative speech focused on radiology. The purpose of this speech is to inform a general public audience about the relevance and impact of radiology within the field of healthcare. Key Responsibilities: - Create a compelling narrative that explains the significance of radiology in a manner that is easily understood by a non-specialist audience. - Incorporate intriguing and relevant facts, statistics, and anecdotes to maintain audience engagement and understanding throughout the speech. - Ensure the speech is well-structured, with a clear introduction, body, and conclusion that effectively convey the message and key takeaways. Ideal Candidate: - Proven experience in speechwritin...

Develop a chatbot with a web chat interface using the Llama 2 7bn LLM model...verification details (employee number, name, date of birth, boss's name, and last four digits of cell number) through a structured conversation. The system will validate user inputs against an API and terminate the conversation after three invalid attempts. Upon successful verification, a text message with the new password will be sent via an external API. The project will include creating APIs for future speech input/output integration, ensure response times under 1.5 seconds, handle multiple simultaneous users with unique identifiers, and provide customizable response messages. The system will be deployed on google cloud in a Docker container, written in Python, and include comprehensive logging and...

******************************************************************* Send me a message proving to me that you have read the project. ******************************************************************* If you are familia... Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions on executing executable with actual credentials

...conversion using Google Cloud Speech-to-Text - Running the transcript through ChatGPT for analysis - Summarizing the outcome in Google Docs - Maintaining a daily list of patients' names in a Google Sheet Key Objectives: - The primary goal of this automation is to enhance productivity, allowing staff to focus on more intricate tasks. - All stages of this process need to be fully automated. Additional Details: - The daily list of patients' names will be created by the dentist, during the recording session. - A webhook will be required to trigger the process each time a new audio file is uploaded. Ideal candidates will have: - Proven experience in automating multi-step processes - Proficiency in the technologies involved, including Google Cloud Speech...

I need an AI developer who's proficient in machine learning, particularly in the context of speech recognition. Key Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong background in AI and machine learning, with a specific focus on speech recognition. - Experience in developing and deploying machine learning models. - Familiarity with tools and libraries commonly used in this field, such as TensorFlow or PyTorch. - Past projects or experience related to speech recognition software development would be a definite plus.

If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: :// Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions on executing executable with actual credentials

...feature an over-ear design with sound isolation technology, noise cancellation, speech processing, and a unique eye-tracking function. Desired Illustrations: Photorealistic Image: I envision a modern, sleek design with visible sound isolation details. Include four microphones for capturing sound and show the headphones being held or worn to emphasize portability. Eye Tracking Camera Focus: A close-up image showcasing two discreet cameras positioned near the headband, facing inwards towards the eyes. Label them as "Eye Tracking Cameras." Technical Breakdown (Optional): An illustration depicting the internal components, including a central processing chip connected to sections labeled "Noise Cancellation Algorithms," "Speech Processing," and &...

Searching for a skilled video editor to transform 1-4 hours of wedding footage recorded from 2 different caneras...duration film (only cutting out blanks and downtime). Your task will be focused on integrating key elements: speeches, the ceremony, and reception highlights. The ideal freelancer has: - Experience in creating cinematic-style edits - Proficiency in video editing software - Attention to detail in order to capture and enhance the most poignant moments - Good listening skills to correctly implement speech segments. Let's bring the magic of this special day to life! This will be an ongoing project and I shoot almost every weekend! Looking for consistency, clean and creative work, fast delivery (I don't want it rushed and half way done, take the time it needs to ...

Hello! I have a small video game project (art installation in the form of a video game) in Unreal Engine 4.27 and I need your help. I need you to: 1) make an API that collects "hate speech" from social media (one version for English, one for Serbian) and make it appear periodically in my game level 2) make it so that a robot voice reads that text (one version for English, one for Serbian) 3) export it for a virtual reality headset (making it app-store ready) I already made the environment , UI design and particle effects. Please let me know how much time you will need for this project.

...recording project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech reco...

...my website which is developed using PHP. I already have my mind set on using Google Cloud Speech-to-Text API for this. Key requirements for the voice search implementation include: - Enabling voice search for content navigation: Users should be able to navigate through my website using their voice, reducing the dependency on traditional text-based searches. - Enabling voice search for information retrieval: Users should be able to ask questions and receive relevant information from the website using voice commands. Ideal Skills & Experience: - Proficiency in PHP development is a must, as my website is built on this platform. - Experience in integrating third-party APIs, particularly Google Cloud Speech-to-Text API. - Prior work on implementing voice search functional...

...LATER CHANGE ALLOWED DO NOT BID WITHOUT SEEING THE ATTACHMENTS SEND YOUR SAMPLE VIDEO FIRST TO BE SELECTED I need someone to create videos on English Grammar on the topics given here in the attachment. It can be discussed in Chat. You should have a good, professional grade Mic. An electronic Pen is desirable. Topics for which you need to create the videos are Narration , voice change, parts of speech, sequence of tense, gerund, creating wh questions etc. Each topic should be minimum of 60 minutes length. You first need to explain the main concept, use examples and use some questions and then its answers with explanation.. also create 10 MCQ questions on each topic. Instructions to be in ENGLISH only. Use Screen recording Software and/or Whiteboard. VOICE MUST BE LOUD & CLEAR....

I have a 58-second audio file with speech that has been marred by background noise. I'm seeking a professional audio engineer who can clean up the file and remove the static, ensuring the final audio quality is as pristine as possible, with minimal to no background noise remaining. SECOND HALF OF AUDIO NEED TO CLARIFY VOICES- YOUNG BOY TALKING TO HIS FATHER WHO HAS PLANTED EVIDENCE FOR HIS OWN CRIME. NEED TO HEAR IT AS SOON AS POSSIBLE This task requires someone well-versed in audio editing who can preserve the original content while significantly reducing the presence of background noise AND PERHAPS LOWER THE OVERLAPPED FAKE POLICE YELLING ON TOP.... Experience with radio or similar audio content is a plus. ANYONE WHO CAN DO IT FAST.

...recording contains a mixture of speech and fake snoring. It is critical the voice amidst the snoring is represented clearly, and also identify the female voice in the recording. Key requirements include: - Expertise in audio engineering or related fields - Proven experience in voice and noise analysis - Detail-oriented and can accurately identify and note the female voice in the recording - Ability to deliver completely clear sound quality, removing the noise of the fake snoring without affecting the voice quality - The final output should allow me to clearly understand what is being said throughout the recording An ideal candidate should have a background in forensic audio analysis. Your task is to remove the snoring sounds and bring clarity to the speech. Your work...

I'm in need...symbol in mind, I encourage the creative freedom to introduce elements that playfully reflect the characteristic of the brand, while preserving its professional appeal. * Message and Feel: the logo needs to send a clear statement of creativity. It should also suggest a child-friendly vibe. *This logo will be for a pediatric speech language pathology private practice. The name of the practice will be The Speech and Language Place which plays off of SLP which stands for speech-language pathologist. The ideal freelancer for this job would possess creativity and a solid understanding of color psychology in design. Experience with designing logos for child-friendly brands or industries would be advantageous. Your portfolio reflecting similar projects w...

...recording contains a mixture of speech and fake snoring. It is critical the voice amidst the snoring is represented clearly, and also identify the female voice in the recording. Key requirements include: - Expertise in audio engineering or related fields - Proven experience in voice and noise analysis - Detail-oriented and can accurately identify and note the female voice in the recording - Ability to deliver completely clear sound quality, removing the noise of the fake snoring without affecting the voice quality - The final output should allow me to clearly understand what is being said throughout the recording An ideal candidate should have a background in forensic audio analysis. Your task is to remove the snoring sounds and bring clarity to the speech. Your work...

Hi, I need help with optimizing this air-venturi. The goal is to: 1, Adjust this air-venturi to maximize the water-aeration with as small air bubbles as possible with given parameters 2, Make it to deliver 200 and 300 liters/h (2 variants) of at 3 bars water pressure. Plus that i need some help to calculate pressure drops in PVC pipes and other flow related tasks . I prefer to pay per hour. And as we are a unfortunately poor startup, lowest rate wins. Please answer with a personal reply and not an AI generated one.

...Books Once the initial books are approved, proceed with completing the rest of the series. Example of books and categories: Here are the suggested titles for the 15 ebooks/scripts on artificial intelligence. If you think something is missing or should be changed, please let me know. Theory Background History of AI Machine Learning and Data Mining Neural Networks Reinforcement Learning Speech-to-Text and Text-to-Speech (and Deep Learning in this Relation) Robotics Limits of AI, Deepfake, and Ethics Practical Guide - Tools ChatGPT for Beginners Image Creation Tools with AI (DALL-E, MidJourney, Assistants - Market Overview) & Computer Vision Data Analysis in Enterprises with AI Python - Introduction and First Overview Additional Books Natural Language Processing (NLP) AI ...

Exciting opportunity to convert ten non-fiction books into audiobooks for Amazon! Ultimately, we aim to provide our audience with high-quality, engaging and easy-to-understand audio content that aligns with our written works. **Requirements** - Experience in audiobook production or similar projects - Expertise in AI-based text-to-speech systems, ideally Revoicer or similar quality - Ability to produce a neutral English accent for wide accessibility **About the Books** These are non-fiction books and require clear, concise, and professional narration. Accuracy and maintaining the tone of the original text is essential. **Scope of the Project** The successful applicant will fully produce ten complete audiobook files suitable for uploading to Amazon. **Potential for...

I am looking for an expert to build a text-to-speech converter specifically for the Hindi language. This project doesn't require different voice options for males and females. What the project entails: - Hindi language support only (written and spoken) - Text-to-speech functionality with a female voice (“Girl Voice”) Ideal skills for this job: - Experience in voice recognition technology - Fluency in Hindi language - Previous work with text-to-speech converters.

I'm looking for a skilled developer to create a robust mobile application that offers real-time translation capabil...real-time conversations with others. - Live Translation: The app should provide a smooth live translation experience for conversations. Ideal Skills: - Proficiency in React Native for cross-platform development. - Experience in building apps with live translation capabilities. - Strong background in AI development, specifically in language understanding. - Familiarity with integrating text-to-speech features for the AI assistant would be a plus. I'm looking for a professional who can deliver a high-quality, user-friendly app that meets these key requirements. Please include relevant examples of your previous work in your proposal. And I have figam desig...

I am in need of an AI developer who can help me with BUILDING AN APP FOR AMERICAN PROMUNCOATION TRAINING a natural language processing project specifically centered around speaker identification. Key Responsibilities: - create an app with data ( speech exercises and text) - integrate AI to correct speakers in real time! I'm looking for a professional with: - Proven experience in natural language processing, particularly in speaker identification. - Strong skills in machine learning, particularly in implementing speech recognition systems. - Excellent communication skills to understand and translate my needs into a functional and user-friendly system.

I'm seeking a talented speechwriter with proven experience in persuasive writing to script an inspirational speech for students. The tone should be uplifting and motivational. Key Requirements: - The speech should be tailored towards a student audience, keeping their interests and needs in mind. - Your writing style should be persuasive, aiming to inspire and compel the listener towards a particular viewpoint or action. The ideal candidate will have: - Previous experience in writing persuasive speeches - A solid understanding of the student demographic - A flair for crafting uplifting and engaging content. Please provide examples of your previous work or any specific experience in crafting speeches for a student audience.

I'm in need of a talented audio professional to help me clean up a series of speech-based audio files. These files suffer from significant background noise, specifically static or electronic noise. This noise needs to be removed, without compromising the speech content. Key responsibilities: - Identify and isolate the static or electronic noise. - Employ appropriate tools and techniques to clean the audio. - Deliver high-quality audio files free of noise. Ideal candidate: - can use AI - Proficient in audio editing software such as Audacity, Adobe Audition, etc. - Previous experience in cleaning audio files, especially speech. - Strong attention to detail. - Able to work efficiently and meet deadlines.

I'm looking to organise an interactive online workshop cantered for begginer speech language pathologist. The workshop should: - be a comprehensive 2-hour long session - cater specifically to working professionals I want help in how to put down the: Outlines Specify the aim and purpose Gather the right info Explain the points Break down the work to insurers completion in specific time

I need a developer who can assist me in implementing Voice Activity Detection (VAD) for the Mulaw Format at 8000hz (streaming) Key Requirements: - Development of a robust VAD system that can accurately detect voice activity within the Mulaw audio streaming - The VAD system should be optimized for 8000hz audio quality - Prior experience in speech recognition and audio processing is highly preferred

I'm in need of a talented course designer to create a comprehensive program aimed at nurturing public speaking skills and language development in children aged 7-14. The course should focus on three main areas: speech and pronunciation, vocabulary building, and confidence building. Key course requirements: - Duration: It's desired for the course to run over 1 year, with a total of 30 lessons or sessions throughout the program. The ideal candidate for this project should have a strong background in both public speaking and education, with a focus on children's development. Experience in curriculum design, particularly for online learning, is a strong advantage. Effective communication and the ability to engage with children are also crucial. Please outline your r...

I am seeking a talented graphic designer experienced in minimalist logo designs. The logo is for my cleaning business "Grand Slam Cleaning". Slogan is "We Cover all the Bases!" Key Details: - The logo must implement a color palette predominantly featuring Blue. - Clean and minimalist style is desired. - The logo should incorporate a broom, sparkles, bubbles , and a baseball diamond symbol, representing the business name "Grand Slam Cleaning". The perfect candidate is proficient in modern design trends and can deliver a clean, crisp draft reflecting the business's essence. Please provide a relevant work sample when applying.

I am in need of a "movie trailer" style video edit featuring me, a motivational speaker mainly focusing on teachers. The video shoot location will be in a theatre setting but there will be an additional two-minute segment shot in a classroom or a gym to provide variety. The ideal candidate has: - Ex...Experience in capturing speeches - The ability to film reactions and interviews from an audience - Proficiency in video editing, specifically for website and marketing use The primary focus for this video will be on "Motivation Strategies". This will require the professional to have a keen understanding of how to portray the weight and magnitude of my speech within a 3-5 minute video. I anticipate the recording will include a rendition of my speech, audienc...

...videos for a finance-related course. The main objective is to utilize some AI tools for text-to-speech conversion, followed by the creation of videos based on the generated audio. Requirements: - In spanish language - Videos should be between 1 and 5 minutes in length. - The ideal visual style will be videos of stock footage with a voice-over. - The voice-over should be in a male voice. Key Responsibilities: - Utilize AI tools to convert the provided text into an engaging audio. - Create and edit videos using stock footage that aligns with the audio. - Incorporate the male voice-over for the video. Skills and Experience: - Proficiency in video editing software. - Experience with AI text-to-speech tools. - Strong portfolio of creating engaging and informative videos. - ...

Project Title: Continious Speech Conversation Function Description: Simply replicate this on the frontend Our app is curretnly using push to talk function where as the backend is fully functional.

...einnehmen, wenn er nicht mit dem Benutzer interagiert oder nicht spricht, winken, die Arme in verschiedene Positionen bewegen usw... Sprechen: Es wird Textzeilen geben, die immer die gleichen sind, egal welcher Kunde mit dem System interagiert. Da das System aber mit dynamischen und sich ändernden Daten gefüttert wird, sollte der Avatar auch in der Lage sein, diese Textzeilen zu sprechen (Text-To-Speech) Lippensynchronisation: Die Lippen des Avatars sollten lippensynchron zu dem Text sein, den er spricht Für den TTS-Teil haben wir uns überlegt, die Textzeilen, die sich nicht ändern, im Voraus zu generieren (z.B. mit elevenlabs) und das Audio für die Daten, die gesprochen werden, aber nicht im Voraus generiert werden können, von einer API anzufo...

...integrated into a pre-recorded audio story. The child’s name will be generated using Text-to-Speech (TTS) technology and merged with the main audio file. Scope of Work: Setup and Configuration: Install and configure WordPress on a suitable hosting platform. Ensure the environment is secure and optimized for performance. Frontend Development: Create a user-friendly form for parents to input their child’s name and provide consent. Ensure the form is responsive and works seamlessly across different devices and browsers. Backend Development: Develop a custom WordPress plugin to handle form submissions, generate TTS audio, and merge it with the pre-recorded story. Implement Google Cloud Text-to-Speech API for generating the child’s name in ...

...recording project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech reco...

I'm in need of a skilled scriptwriter who can craft a compelling monologue in speech format, addressing the issue of reproductive rights in current times. This monologue shall reflect the perspective of an individual directly impacted by their inability to have complete control of their own bodily autonomy (reproductive rights), creating a strong emotional bond with the audience. Your task includes: - Presenting a balanced blend of personal experiences and factual, statistical information. The personal anecdotes should seamlessly integrate with relevant facts and statistics, providing an authentic touch without overshadowing the message. - Making sure the script is engaging, thought-provoking, and highlights the importance of reproductive rights effectively. Skills & Ex...

...classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, including speech sentiment and intonation patterns. 5. Multi-Modal Fusion: Develop innovative fusion strategies to combine information from multiple modalities and generate comprehensive sentiment and emotion predictions. 6. Model Interpretability: Ensure the interpretability of the developed models by incorporating explainable AI techniques, enabling users to understand the rationale behind the ...

Move this purple chat to the left and change it to black and then move black chat to the right and change it to purple

Will rearranging bubbles and changing colors of the bubbles perfectly and professionally.

...with autism levels (such as severe autism, mild, medium, lower, or no autism, etc). For example, maybe you can see Face landmark detection () that has a confidence score. I expect you will find a better technique. By applying the following feature techniques: facial expression analysis, gaze analysis, body movement analysis, speech and language processing, social interaction metrics, activity recognition, contextual information integration, and temporal dynamics analysis, all aimed at extracting comprehensive features from human video data to identify autism spectrum disorder. If you have work experience in computer vision, machine, and deep learning, specifically on video datasets, please let me know with a few of your