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Tôi có các file ghi âm ...nên việc gán nhãn người nói khá đơn giản, nhưng tôi vẫn muốn bạn đánh dấu rõ khi có người khác xen vào (nếu có). Chính tả, ngữ pháp và dấu câu phải chuẩn; thuật ngữ chuyên ngành giữ nguyên. Kỳ vọng: – Nghe kỹ, gõ nhanh, đảm bảo độ chính xác cao. – Giao file dạng .docx hoặc Google Docs đúng hạn chúng ta thống nhất. – Bảo mật tuyệt đối nội dung cuộc họp. Nếu bạn từng làm nhập liệu, transcription hay có kinh nghiệm với phần mềm hỗ trợ nghe-gõ (Express Scribe, oTranscribe, v.v.) hãy nêu cụ thể. Tôi sẽ gửi t...

TÔI CÓ RẤT NHIỀU THỜI GIAN, TÔI SẼ CỐ GẮN LÀM THẬT TỐT CÔNG VIỆC NÀY HAY TIN TÔI NẾU ĐƯỢC CHỌN TÔI SẼ KHÔNG LÀM BẠN THẤT VỌNG

TÔI CÓ RẤT NHIỀU THỜI GIAN, TÔI SẼ CỐ GẮN LÀM THẬT TỐT CÔNG VIỆC NÀY HAY TIN TÔI NẾU ĐƯỢC CHỌN TÔI SẼ KHÔNG LÀM BẠN THẤT VỌNG

Freelance Video & Audio Editor (US Hours, 20-25 hours per we...team once uploads are complete. Requirements • Available during US working hours (8am–6pm Pacific Time). • High-speed internet for uploading/downloading large video files. • Strong video and audio editing skills (experience with fast-turnaround edits preferred). • Familiarity with social media and video platforms (YouTube, Vimeo, Facebook, Instagram). • Experience with Opus Clips, Canva, and transcription/AI tools a plus. Time Commitment & Workflow • Each episode is 30–60 minutes in length. • Full edit and post-production process typically takes 30–90 minutes per episode. • We need these done in 24 hours from when we send • Workload varies depending o...

I need clear, accurate transcription of radiology dictations that I will upload directly to the platform. The audio varies in length and accent, so familiarity with medical terminology—especially findings, impressions, and measurements common to CT, MRI, X-ray, and ultrasound reports—is essential. Finished documents are required in Microsoft Word, laid out in the standard radiology format (Header, Clinical History, Technique, Findings, Impression). Consistent templates, correct patient identifiers, and proper punctuation matter as much as raw accuracy; the goal is a polished report that can be dropped straight into our RIS without extra editing. Turnaround is typically 24 hours or sooner. Confidentiality and HIPAA-compliant handling of all files go without saying. ...

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

...finished app must do: • Accept scans from both mobile cameras and our existing desktop scanners, automatically saving each file as PDF. • Move every scanned file from point A to point B in our process flow, tracking status at each step. • Capture and store more than 100 000 rows of related metadata. Some of that data will come from manual key-in, and some will be pulled in through automated transcription, so the interface needs to support both methods seamlessly. • Generate ready-to-print templates (letters, forms, or whatever layout I define) straight from the stored data. • Produce on-demand and scheduled reports—tables, charts, or dashboards—so managers can see progress and volumes at a glance. • Enforce strict role-based a...

...documents that combine words, numbers, and the occasional special character. Your task is to turn this mixed information into a clean, structured spreadsheet while carrying out careful data validation along the way. All source material arrives as high-resolution images/PDFs, so you can zoom in freely; no OCR or manual re-typing requirements are set in stone, but the final sheet must be free of transcription errors, duplicates, and formatting inconsistencies. What I will provide • A shared folder with the scans, file names matched to the rows I expect in the sheet • A template Excel/Google Sheet outlining the required columns (text fields, numeric fields, and date fields) • Basic validation rules—allowed value ranges, mandatory fields, and naming conven...

...Message (copy & paste) Hi, I’m looking for a developer (or small team) to help me build an MVP AI video editing web app focused on YouTube Shorts, Instagram Reels, and TikTok. The goal is a simple, niche-focused tool that allows creators to upload a long-form video and receive multiple short, vertical clips with captions. Core Features (MVP) Upload long video (or paste YouTube link) Automatic transcription AI-selected short clips (30–60s) Vertical formatting (9:16) Auto captions (burned in) Download finished clips Basic user accounts Simple usage limits (based on plan) Tech Expectations (flexible, open to suggestions) Use existing AI APIs / open-source models where possible FFmpeg or equivalent for video processing Web-based UI (simple, clean) Scalable enough f...

I have a set of college assignments written by hand that I need transferred into a clean Microsoft Word document. The pages are straightforward—just continuous paragraphs with no bullet points, numbered lists, or headings—so the task is a pure transcription job. I will supply clear scans of each page, and I’m counting on you to reproduce the text exactly as it appears, line for line and word for word, without adding extra formatting or making editorial changes. Accuracy and consistent spacing are the priorities; proofreading or grammar edits are not required. Once finished, please return a single .docx file that mirrors the original handwriting. If you can start promptly and keep me updated on progress, that would be perfect.

I have a set of college assignments written by hand that I need transferred into a clean Microsoft Word document. The pages are straightforward—just continuous paragraphs with no bullet points, numbered lists, or headings—so the task is a pure transcription job. I will supply clear scans of each page, and I’m counting on you to reproduce the text exactly as it appears, line for line and word for word, without adding extra formatting or making editorial changes. Accuracy and consistent spacing are the priorities; proofreading or grammar edits are not required. Once finished, please return a single .docx file that mirrors the original handwriting. If you can start promptly and keep me updated on progress, that would be perfect.

...consistency are what matter most. Here’s what the job involves: • Receive raw worksheets, PDFs, or scanned notes from me. • Enter each record into the designated fields of the database interface I provide. • Double-check for typos, duplicate records, and missing values before submitting. Although my main focus is database entry, if you feel comfortable with light spreadsheet clean-up or transcription, let me know—I may have additional work later. Deliverable: a fully populated database table that matches my source files 100 % in content and order, with a completion report noting any ambiguities you encountered. I’m a full-time college student, so clear communication and dependable turnaround times are essential. If you have experience ...

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

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...notes—fewer than fifty pages, currently supplied as clear smartphone photographs—into clean, searchable digital text. Your task is straightforward: type every word exactly as it appears, preserve paragraph breaks and headings, and return the work in Unicode Malayalam so it opens perfectly in Microsoft Word or a plain .txt editor. Deliverables • A single .docx or .txt file containing the full transcription, page-numbered to match the original photos • Basic spell-check and obvious punctuation fixes (no rewriting of content) • Zero missing lines and an overall accuracy rate above 99 % You may use any preferred Malayalam typing tool—Google Input Tools, InScript keyboard, TypeIt, etc.—as long as the final text renders correctly. I’...

...sync. I expect the first translated draft and a populated spreadsheet within the timeframe we agree, followed by prompt revisions if anything needs tweaking. Deliverables will be accepted when: 1. Translations read naturally to a native speaker and match legal language conventions. 2. Formatting mirrors the original files. 3. The spreadsheet contains 100 % of the required records with zero transcription errors. If this aligns with your skill set and you can commit to precise, on-time results, let’s get started....

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

...basic validation rules. Your job is to open each file, extract every relevant field, normalise obvious inconsistencies (dates, capitalisation, number separators), and key the information into the template without loss or alteration. Because there’s no strict deadline, you can work at a pace that ensures meticulous quality. I only ask for steady progress updates and a final dataset free of transcription errors; a quick spot-check that shows zero mismatches will count as the acceptance test. If you’re attentive, experienced with large-volume data entry, and comfortable using Excel or Google Sheets, this project should be straightforward and stress-free....

I need help transferring data from a small batch of Word documents—no m...duplicates or obvious typos before you hand the file back. Accuracy matters more than speed; I will cross-check the sheet against the originals, so I’m looking for someone who is comfortable double-verifying their own work. Deliverables • One Excel file (.xlsx) containing all data from the provided Word documents • Consistent formatting across every column and cell • No duplicate rows or transcription errors If you’re proficient with Microsoft Excel and have an eye for detail, this should be a straightforward project that can be wrapped up as soon as you’re ready. I’ll share the sample file and detailed field mapping right after kickoff and remain availabl...

I have an MP4 recording that runs through a series of multiple-choice questions. I need every question captured verbatim along with its correct answer, then delivered in a clean, easy-to-read sheet (Google Sheets or pdf file or Excel is fine—whatever you prefer). The video contains only multiple-choice items, so no true/false or open-ended text needs to be handled. I’m after an accurate transcription of the wording, option labels (A, B, C, D, etc. if shown), and a clear indication of the right answer for each item. Deliverables • A spreadsheet with separate columns for question, each option, and answer key. • All content taken directly from the MP4; please do not paraphrase. If this sounds straightforward to you, let me know your turnaround time and ...

...Extracts the required data Responds in natural language No file opening required. 11. Company Phones and Contacts From WhatsApp, users can ask: “Company phone numbers” “I want to call insurance” The system returns: Correct person Role Direct phone number 12. Languages and Translation Automatic language detection Responses in the same language as the user Audio and video Automatic transcription Translation Response in configured language 13. Document Delivery Documents are delivered: As a PDF attachment via WhatsApp, or As a secure, time-limited link Optionally: Summary Relevant page Key extracted data 14. Development Phases Phase 1 – Internal Use (MVP) WhatsApp interface Roles and permissions PDFs and Excel Plate-based i...

I need a careful, detail-oriented freelancer to type TL bank statement data into the official government portal. I will supply the statements as digital files – mostly PDFs and the occasional Excel sheet – so no scanning or manual transcription from paper is required. There are fewer than ten statements in total, but each must be entered with perfect accuracy and in the exact format the site demands. Because this involves sensitive financial information, I expect strict confidentiality and zero data leaks. If you have prior experience entering financial records, working with government sites, or handling PDF/Excel conversions, please highlight that when you respond. The portal is straightforward once you know its layout, yet small mistakes can trigger rejections, so a s...

A leading magazine has invited me to share my personal story, and I need a seasoned journalist to guide the entire interview process and deliver a polished, publish-ready feature. The conversation will revolve around my autobiography, with a clear emphasis on the personal miles...coherent narrative arc, verified facts, and smooth transitions. • Supplying any supporting pull quotes or sidebars an editor might request and performing a final accuracy check before submission. Please highlight previous long-form profiles or biographical pieces you have published with reputable outlets, your typical turnaround time for a 1,500–2,000-word feature, and the tools you rely on for transcription or fact-checking. I’m ready to schedule the initial briefing call as soon as we ...

I need clear, verbatim transcriptions of recorded doctor’s notes converted into plain .txt files. The audio comes directly from our hospital’s dictation system, so accuracy, consistency in formatting, and respect for patient confidentiality are critical. The content is routine clinical narration—no specialized surgical jargon—so a solid grasp of general medical terminology will be sufficient. Turn-around time should be reliable and fast enough to let our clinical staff review the files before they are appended to electronic health records. Each delivered file must: • match the original filename for easy indexing • contain a clean plain-text version of the recording with no embedded formatting • preserve headings, medication names, and nume...

I have a collection of short Haryanavi-language conversations, each running under ten minutes, that I need converted into accurate written text for a linguistic research project. The audio is informal, usually two speakers, and recorded in quiet settings, so background noise is minimal. Here is what I need from you: • Produce a verbatim transcript for every conversation, identifying each speaker (Speaker 1, Speaker 2, etc.). • Insert a timestamp at the start of every 30-second interval. • Deliver each file as a UTF-8 plain-text document (Word or text file is fine). Accuracy is essential because the data will feed directly into qualitative analysis, so please work with your preferred toolkit—Express Scribe, oTranscribe, or any other software that helps you r...

I have a collection of more than 100 printed pages that must be distilled into a single, well-organized Google Sheet....spacing, spelling, or number formatting issues the software misses. Images should appear in the sheet as embedded images or, if that proves unwieldy, as Drive links placed in their own column—whichever keeps the file light while still letting me view the originals at a click. Acceptance criteria • All text, numbers, and images from every page are present and in the right columns. • No transcription errors when cross-checked against the source scans. • Sheet is share-ready in my Google Drive with proper column headers and freeze panes on the first row. When you reply, please let me know your estimated turnaround time and how you plan to ...

I have a backlog of more than 10 recorded interviews conducted in Shona, each running between 30 and 60 minutes. I need every minute of these conversations turned into a clean, well-formatted Word document that contains: • a verbatim Shona transcript with clear speaker tags (“Interviewer” / “Interviewee”), and • an accurate English translation directly beneath each exchange. Because the material is strictly for internal use, confidentiality is essential and I’m insisting on a fully human workflow—no AI tools at any stage. Every file must be proof-read by you (or your team) before delivery so I receive a polished, ready-to-reference document. Please be comfortable with Zimbabwean Shona nuances, idioms, and cultural references; the English m...

...mais l’architecture doit rester ouverte pour accueillir d’autres domaines par la suite. Fonctionnement attendu L’usager visite le site, découvre l’offre, crée un compte, règle sa formule (abonnement ou crédit), puis réserve un rendez-vous téléphonique. À l’heure dite, le système appelle automatiquement l’utilisateur et l’agent IA, les met en conférence, enregistre l’échange et génère une transcription ainsi qu’un résumé consultables depuis son tableau de bord. Livrables clés • Site vitrine réactif + espace membre sécurisé (authentification, gestion de profil, factures) • Flu...

--- ## Project Overview (For Vendors) Suppliers are required to collect and deliver a dataset of **English-language meeting audio recordings** that meet the specifications below. --- ## Volume & Timeline * **Total audio volume:** 2,000 hours * **Delivery timeline:** 10 weeks * **Participants per meeting:** 3 to 6 * **Maximum contribution per participant:** 5 hours --- ## Speaker Requirements * **50% native English speakers** * **50% non-native English speakers** (English as a second language) * All recordings must be **in English** * No restriction on country or locale --- ## Meeting & Recording Setup * All participants must be **physically present in the same room** * Each meeting must include: * **One far-field recording** via Zoom using: * Laptop or mobile pho...

I have a series of long-form interviews conducted entirely in Oriya/Odia that I need rendered into clear, well-structured English text. There are well over ten recordings, and each one runs for more than an hour, so stamina, consistency, and a rock-solid grasp of both languages are essential. Your task is simple but demanding: listen to each recording in full, capture every spoken word accurately, and produce a polished English transcript that preserves tone, intent, and key nuances. No summarising—this must be full verbatim with light cleanup for readability (uh-huh’s and stutters can be omitted unless they affect meaning). I will supply the audio files in batches; you return a separate, editable transcript (Word or Google Docs) for each file, with speaker labels clearly i...

A leading magazine has invited me to share my personal story, and I need a seasoned journalist to guide the entire interview process and deliver a polished, publish-ready feature. The conversation will revolve around my autobiography, with a clear emphasis on the personal milestones, ...narrative arc, verified facts, and smooth transitions. • Supplying any supporting pull quotes or sidebars an editor might request and performing a final accuracy check before submission. Please highlight previous long-form profiles or biographical pieces you have published with reputable outlets, your typical turnaround time for a 1,500–2,000-word feature, and the tools you rely on for transcription or fact-checking. I’m ready to schedule the initial briefing call as soon as we ...

I have a series of recorded interviews in Dagbani, Fante, Ewe and Kusaal Ghanaian languages. Each file features two voices—always an Interviewer and an Interviewee—and I need every conversation rendered into a clean Microsoft Word document that does three things: • Verbatimly transcribes the original speech • Translates each line into natural-sounding English while keeping the original flow and nuance intact • Clearly tags the speakers as “Interviewer:” and “Interviewee:” throughout No timestamps are necessary, but accuracy and consistency are non-negotiable. The work must be done entirely by a human who genuinely understands these languages; machine or AI-assisted output will be rejected. If you can comfortably converse in Dagban...

...AI-Powered TOEFL Speaking App (Gemini AI + Stripe Integration) Project Description: I am looking for an experienced Full-Stack Developer to help me finalize and monetize an AI-driven English learning application (TOEFL Speaking Practice). The app is currently a high-fidelity prototype built with Vanilla JS, Tailwind CSS, and Google Gemini AI (v1beta). It handles Text-to-Speech (TTS), audio transcription, and automated grading/feedback. Key Tasks: Stripe Integration: Implement a secure payment gateway (Stripe Checkout or Elements) to handle subscriptions or "pay-per-use" credits. Backend Setup: Move the current client-side API logic to a secure backend (Node.js/Express, Firebase Functions, or Netlify Functions) to protect my Gemini and Stripe Secret Keys. User Acc...

...video in Google Drive / OneDrive, 2. pull or generate an English transcript, 3. translate that transcript to Russian, 4. synthesize a natural-sounding Russian voice-over, and 5. return both the .txt transcript and the Russian audio file to the same Drive/OneDrive folder (email copy is fine too). Right now I have no automated way to extract the text, so the solution needs to cover transcription as well as translation and TTS. You may use Azure Cognitive Services, Whisper, or any tool that fits inside Power Automate—just keep everything wired into my Microsoft 365 account; I’ll share temporary credentials as soon as we start. Deliverables • Fully working Power Automate flow deployed in my tenant • Sample run showing the Russian dub and transc...

I have 33 phone-call recordings, roughly 232 minutes in total, spoken entirely in Haitian Creole. I need each file transcribed into clear, natural English—edited for clarity rather than strict verbatim. Please identify speakers throughout the text. I just need then in one single file. Along with your proposal, include: • Your price for the full set under a regular turnaround. • A separate price if I need a faster delivery window. Accuracy, consistency in speaker tags, and a polished read in English are the priorities. Let me know your estimated timelines for both options and any questions you might have about the audio.

I need a skilled typist to copy type meeting audio recordings. Requirements: - Experience with copy typing - Ability to accurately transcribe from audio - Attention to detail - Familiarity with Australian accents is a plus Ideal skills and experience: - Previous typing or transcription work - Fast typing speed - Proficiency in typing software and audio playback tools

...can apply the same day to cut turnaround times, sharpen storytelling, and elevate production value. I’d like a short series of live, hands-on sessions (screen-share is fine), each supported by practice footage and concise cheat-sheets we can reference later. By the end, my editors should comfortably: • Build an AI-assisted rough cut from raw material • Automate tedious tasks like dialogue transcription, noise cleanup, and color matching • Integrate smart effects—scene relighting, object removal, and style transfers—without slowing the timeline • Export with optimal settings for multiple platforms while preserving quality Please outline your proposed session structure, approximate total hours, and any pre-session prep we’ll ne...

...spoken word be transcribed accurately. You’ll receive the original file exactly as captured. I need you to: • Remove or greatly reduce the distortion artefacts caused by the microphone itself. • Preserve vocal intelligibility without introducing metallic or “underwater” side-effects. • Deliver one master WAV (or lossless) file plus an MP3 reference that is ready for human or automated transcription. I’m comfortable with whichever tools you prefer—iZotope RX, Adobe Audition, Audacity with specialised plugins, or something custom—as long as the result is a clean, balanced track where dialogue is easy to follow from start to finish. Before final hand-off, please share a short sample so I can confirm clarity. Once we’re...

I have a mixed batch of English source material—word-processed documents and several video files—that now need to live comfortably in Assamese. Each document must be rendered in clean, publication-ready Assamese, preserving the original layout. For every video, I require a full English transcription followed by a precise Assamese translation, delivered as properly time-coded SRT (or an equivalent subtitle format). To be considered, include a concise yet detailed proposal explaining: • your step-by-step workflow for handling both text and multimedia • the tools you rely on (CAT tools, Aegisub, Subtitle Workshop, etc.) • expected turnaround times and any revision cycle you build in Deliverables • Final Assamese-language versions of all documents (...

I have ongoing work related to our previous project 'Handwritten Notes Transcription'

I have a collection of handwritten notes that I need converted into clean, error-free digital text and delivered back to me as a well-formatted PDF. Accuracy and faithful transcription of every word, number, and line break are essential; these notes may include small diagrams or bullet points that must be preserved exactly as they appear. I’m flexible on the workflow you use—whether you prefer to type directly in Microsoft Word, Google Docs, or another text editor—but the final hand-off must be a polished, print-ready PDF. Consistent fonts, neat spacing, and clear headings will be appreciated so the document looks professional and easy to read. If you have a sharp eye for detail, fast yet precise typing skills, and experience handling handwritten source material,...

...minutes and may include multiple speakers, accents, and dialects. ⚠️ Before starting the full batch, you must complete a mandatory 2-minute test audio to verify style, timestamp accuracy, speaker labeling, and overall quality. Platform & Access All work must be completed on a designated transcription platform Platform link, user ID, and password will be provided after selection Transcription, annotation, and edits must be done directly inside the assigned platform Transcription Requirements Edited transcription (not raw verbatim): Correct grammar and punctuation Remove unnecessary filler words only when it improves readability Preserve full speaker intent and meaning Spanish only (original register preserved; no English translation) Segmentation...

...expertise. Goal: Make a one-person operation run like a production studio. Workflow We Need Built Recordings should move through: Recording → Transcript → Content Rewrite → Slides → Narration or Avatar → Final Video → Organized Library Storage System must be scalable and repeatable. Tools Involved (Example Stack) You should be comfortable working with tools such as: • TurboScribe – transcription • ChatGPT – content rewriting • Gamma or Canva – slide generation • ElevenLabs – voice narration • Avatar tools like HeyGen or D-ID • Canva or Descript – video assembly You may suggest better alternatives. What You Will Deliver • Intake & processing workflow setup • Content p...

...Python/OpenCV scripting. Feel free to combine multiple passes or layer-based masking if that gives the best result; I just need the cleanest, most legible outcome you can achieve. Deliverable: a high-resolution image (PNG or TIFF) where the text is crisp and readable. If the restored file must remain at its original dimensions, please provide a second upscaled version for easier printing. A plain-text transcription of the recovered wording would be a welcome bonus. Acceptance will be based on: • Every line of text clearly legible without magnification • No introduction of new artefacts that hinder readability • Same—or improved—aspect ratio and framing as the original screenshot Turnaround is flexible for quality work, but sooner is better. Let...

...correct, dates and numbers kept consistent with the scanned originals, and no stray line breaks. I will do random spot checks, so an error-free sheet is a must. The entire batch should be finished within a month. Once complete, share the Google Sheet back with edit rights; I’ll confirm accuracy on my end and release final approval. Prior experience with Google Sheets data entry or similar transcription work will be a real advantage....

...from a sample video file. * Documentation on the model architecture used. Screening Questions Questions for you? * "For the deepfake detection, will you be training a model from scratch, or do you plan to use a pre-trained model like XceptionNet or MesoNet? Why?" (A good dev will suggest pre-trained models to save time/cost). * "How will you handle the latency? If we use Whisper for audio transcription, will it be fast enough for a live alert?" * "Do you have experience with 'Multimodal' analysis (combining audio and video data), or will these run as separate independent modules?" Option A: The Screen-Reflection Test Implement a feature where the screen flashes a random color sequence. Build a CV model that attempts to detect this c...

I have a collection of scanned documents that contain handwritten text. I need every word transcribed accurately into a Google Sheets file that follows a specific structure I will share once we start. You will be working exclusively with handwriting, so careful reading and a double-check on spelling are essential. While you are welcome to use OCR or any other helper tools, t...and a double-check on spelling are essential. While you are welcome to use OCR or any other helper tools, the final result must be manually verified and match the layout I’ll provide—headings, column order, and any cell-level notes all need to be in place. Deliverable: a single Google Sheet populated with the data from all scans, formatted exactly to the template specification and free of transcr...

I have ongoing work related to our previous project 'Handwritten Notes Transcription'