Transcription jobs

I have an existing age-chart document that I need rebuilt from in Microsoft Excel. You will receive the original file as an attachment; please mirror its layout, formulas and visual styling so the finished workbook looks and behaves the same way the source document does. I need to be able to adjust the information with ease. Accuracy is critical. All data must transfer without transcription errors, column widths and headings must align perfectly, and any charts, conditional formatting or summary calculations shown in the attachment should be fully functional once you hand the file back. Deliverable: one clean .xlsx file that matches the attachment and is ready for me to update going forward. Need this completed as soon as possible.

I have several recordings in Mandarin that I need converted into accurate, well-formatted text. Because nuance, tone, and regional word choice matter for this work, only native-level speakers of Mandarin should apply. You will receive links to the audio files once we begin; they vary in topic and length, so please tell me how many minutes you can comfortably handle per day and your rate per recorded minute. I expect a clean, verbatim transcript with speaker labels and time stamps at reasonable intervals, delivered in Word or Google Docs. If you can also supply an optional .srt or .vtt for captions, let me know and quote that separately. All material is confidential, and I will ask you to confirm that you will not share or reuse any portion of the recordings or transcripts. Before we ...

I have assembled the genome-wide WRKY transcription factor sequences for Brassica juncea and now need a complete in-silico analysis focused solely on the gene sequence level. The work must cover three core objectives: • Identification of all WRKY gene family members present in the current assembly, including accurate locus IDs and coding sequences. • Comparative genomics that positions each B. juncea WRKY against its orthologues and paralogues in close Brassica relatives and Arabidopsis, highlighting expansions or losses. • A robust phylogenetic analysis that groups the genes into their canonical WRKY clades with well-supported bootstrap values and a clearly annotated tree ready for publication. Because I have not fixed a pipeline yet, please recommend the most ...

I have a plant transcription factor sequence. I need different analysis like motif, domain, chromosomal location etc.

I have a set of MP3 recordings—each one a narrated chapter of a forthcoming business book—ready to be turned into clean, publication-quality text. Accuracy and speed both matter: the manuscript layout is already scheduled, so I need a precise transcript delivered promptly. The work is straightforward but detail-oriented. You will: • Transcribe every word exactly as spoken, preserving the author’s tone and any intentional pauses. • Break the text into logical paragraphs and headings where they naturally fit, ensuring the final document reads like polished book prose rather than raw dialogue. • Flag unclear words or audio glitches with time-stamps so I can review them quickly. • Return the finished file in an editable Word document (or Google Doc if yo...

We are looking for freelancers for audio annotation work in Welsh (United Kingdom). This is not simple transcription. Tasks include: Speaker segmentation Verbatim transcription Handling overlapping speech Sound tagging Following guidelines carefully Requirements Native or fluent in Welsh (United Kingdom) Experience in transcription or audio annotation Basic understanding of segmentation or tagging Good listening skills and attention to detail To apply please answer Agreed rate per minute Daily capacity Do you have transcription or annotation experience yes or no What languages and locales are you confident in Have you worked on segmentation overlap or tagging tasks yes or no Shortlisted candidates will receive guidelines and a test.

...recording per conversation with clear channel separation Code-Switching Implementation We support both required patterns: Type 1: Bilingual Agent–Customer Interaction** * Agent: 100% secondary language(English) * Customer: 100% primary (Brazilian Portuguese) language * ~50% code-switching at conversation level * Natural conversational flow (no forced switching) * Single audio + single transcription with language tags Conversation Design * Duration: 5–30 minutes (avg. ~10 minutes per conversation) * Multi-turn, real-world interaction style * Context-driven switching (clarifications, technical terms, etc.) * Natural tone, pauses, and conversational dynamics Speaker & Resource Standards * 80–90% native speakers for primary language * Proficient bilin...

...Single recording per conversation with clear channel separation Code-Switching Implementation We support both required patterns: Type 1: Bilingual Agent–Customer Interaction** * Agent: 100% secondary language(English) * Customer: 100% primary (European Spanish) language * ~50% code-switching at conversation level * Natural conversational flow (no forced switching) * Single audio + single transcription with language tags Conversation Design * Duration: 5–30 minutes (avg. ~10 minutes per conversation) * Multi-turn, real-world interaction style * Context-driven switching (clarifications, technical terms, etc.) * Natural tone, pauses, and conversational dynamics Speaker & Resource Standards * 80–90% native speakers for primary language * Proficient bi...

...Single recording per conversation with clear channel separation Code-Switching Implementation We support both required patterns: Type 1: Bilingual Agent–Customer Interaction** * Agent: 100% secondary language(English) * Customer: 100% primary (Canadian French) language * ~50% code-switching at conversation level * Natural conversational flow (no forced switching) * Single audio + single transcription with language tags Conversation Design * Duration: 5–30 minutes (avg. ~10 minutes per conversation) * Multi-turn, real-world interaction style * Context-driven switching (clarifications, technical terms, etc.) * Natural tone, pauses, and conversational dynamics Speaker & Resource Standards * 80–90% native speakers for primary language * Proficient bil...

...Single recording per conversation with clear channel separation Code-Switching Implementation We support both required patterns: Type 1: Bilingual Agent–Customer Interaction** * Agent: 100% secondary language(English) * Customer: 100% primary (European French) language * ~50% code-switching at conversation level * Natural conversational flow (no forced switching) * Single audio + single transcription with language tags Conversation Design * Duration: 5–30 minutes (avg. ~10 minutes per conversation) * Multi-turn, real-world interaction style * Context-driven switching (clarifications, technical terms, etc.) * Natural tone, pauses, and conversational dynamics Speaker & Resource Standards * 80–90% native speakers for primary language * Proficient bil...

I have a set of written pages and a few Marathi audio clips that must be converted into clean, error-free text. The written material includes Marathi, Hindi, and English passages, and I need every line re-typed exactly as it appears, preserving spellings, line breaks, and any basic formatting cues. The audio files are in Marathi; please transcribe them verbatim into Devanagari script. Speaker labels are useful when voices change, but detailed time-stamps are not required. All finished work should be delivered as plain UTF-8 text (.txt) so I can drop it straight into my own workflow. Feel free to use whichever tools suit you best—Google Docs, Microsoft Word, Express Scribe, or any reliable Devanagari typing software—as long as the exported files remain simple .txt. Accu...

I have a handwritten template that includes both text and numbers, structured in rows and columns like a table. I need this template converted into an Excel file. Requirements: - Accurate transcription of all data - Data should maintain the same structure in Excel - Standard Excel formatting is acceptable Ideal Skills and Experience: - Proficiency in Excel - Attention to detail - Experience with data entry and transcription

I have a batch of Mandarin-language audio files that I need converted into accurate written text. Because the material is intended for internal reference by native speakers, I’m only looking for native-level transcribers who can pick up on regional accents, filler words, and subtle speech nuances without relying on AI shortcuts. Here’s what I expect: • Verbatim or lightly-cleaned transcripts in simplified Chinese (please let me know if you can also supply traditional characters). • Basic time stamps at regular intervals so my team can locate key passages quickly. • A quick turnaround once a file is assigned, along with clear communication about progress or any sections that require clarification. If you have previous experience handling Mandarin inter...

...bearing seals and handwritten annotations in Ukrainian. Every swirl of ink needs to be turned into clean, searchable text without losing a single accent mark or date stamp. The handwriting is old-style Cyrillic, so I need someone who can confidently read Ukrainian script and preserve all original spelling, line breaks, abbreviations, and punctuation exactly as they appear. The task is strictly transcription—no translation or interpretation. Please work from the image files I will supply, transcribing each certificate onto its own page in a single Word document (or UTF-8 plain-text file if you prefer). Proofread your work carefully; the final file must mirror the source material with total accuracy so the documents remain legally and historically valid. Deliverables: &bull...

I have a set of personal documents that were only saved as scans and now need to be re-typed into an editable digital format. The scans are clear, so this is a straight copy-typing job rather than transcription; accuracy and faithful reproduction of the original wording, punctuation, and basic layout are what matter most. You will receive the scans as high-resolution PDFs. I’d like the finished text returned in Microsoft Word (or Google Docs if you prefer), with page breaks matching the originals and any obvious headings retained. No added proofreading is required beyond ensuring every word is typed exactly as shown. Please let me know your turnaround time for approximately 40 pages and any prior experience you have with similar copy-typing from scanned documents.

I have several scanned images that contain clearly typed Gujarati text. I simply need every word from those images re-typed—no OCR shortcuts—into a single Google Docs file. Keep original line breaks and paragraph structure, and proof-read as you go so the final document is error-free and ready for immediate use.

I have an audio recording that runs a little longer than five minutes. Two male voices are buried under a loud music bed and I need to hear every word clearly. My first preference is that the background music be stripped out entirely; if complete removal proves impossible, it must at least be reduced to a barely-audible level so the dialogue sits front and center wi...barely-audible level so the dialogue sits front and center without any artificial or robotic artifacts. Please let me know about similar restoration or dialogue-isolation work you have handled—brief examples that show your experience will help me gauge fit quickly. The final deliverable should be a clean, high-quality WAV or lossless format containing the voices in natural balance, ready for transcription or fur...

I have a collection of short recordings in several European languages and I need each one converted into clean, well-formatted text. Most clips are conversational pieces—think casual interviews, video dialogues and the odd podcast segment—so clear speaker separation and natural punctuation are important. Expect no more than a few hours of material in total; I will send the files in manageable batches along with the language tags (Spanish, French, German or a mix) so you never feel overwhelmed. While this is an entry-level assignment, I still value accuracy: if you are unsure of a word or phrase, simply flag the timestamp and move on—perfection on the first pass is less important than a consistent, readable transcript I can refine later. Deliverables for each file &b...

I have a collection of short recordings in several European languages and I need each one converted into clean, well-formatted text. Most clips are conversational pieces—think casual interviews, video dialogues and the odd podcast segment—so clear speaker separation and natural punctuation are important. Expect no more than a few hours of material in total; I will send the files in manageable batches along with the language tags (Spanish, French, German or a mix) so you never feel overwhelmed. While this is an entry-level assignment, I still value accuracy: if you are unsure of a word or phrase, simply flag the timestamp and move on—perfection on the first pass is less important than a consistent, readable transcript I can refine later. Deliverables for each file &b...

am looking for an intelligent and detail-oriented assistant to help repurpose existing educational courses into organized written lesson structures. Your role will be to go through course material (video or transcript), rewrite the content in clear language, and organize it into structured lessons. This is not simply transcription work. The job requires someone who can read educational material, understand the key ideas, and reorganize them into a clear learning format. The goal is to turn raw course material into a structured document that I will later refine and expand. The subject matters are spiritual teachings , online marketing training and self-help subjects. ⸻ Responsibilities Review course videos or transcripts. Clean and edit transcripts by removing filler words and...

I am in need of a native speaker of Manipuri(Meitei Script) who can assist me with a transcription job. The project involves transcribing audio material that is less than 1 hour in length. The transcription must be done verbatim, without any translation. Skills and experience required for this job: - Native proficiency in Manipuri(Meitei Script) - Strong listening and comprehension skills - Excellent typing speed and accuracy - Attention to detail - Previous experience in transcription is preferred. I am in need of skilled professionals with a proficient knowledge of the Meitei/Manipuri language who can listen and type Meitei language. The project is prompt-based by Google and YouTube. It is a two-month project where you will be paid good. The length of the aud...

I have a series of educational audio recordings and need each one distilled into clear, moderately detailed summary notes. The goal is to capture all key concepts, examples, and any steps or methods mentioned, without drifting into verbatim transcription. Here’s how I picture the workflow: • You listen through each file and pull out the main ideas, supporting points, and any actionable take-aways. • Structure the content logically—headings and short paragraphs are fine—as long as the flow mirrors the original lesson. • Aim for enough substance that a reader can grasp the topic and revisit specifics later, but keep it concise enough to scan quickly. Please return the summaries in Google Docs or Word so I can leave comments and track edits ...

I need help capturing two gated videos from a training site and turning each of them into high-quality transcripts. • Video 1: roughly 5 minutes • Video 2: somewhere between 60-120 minutes Once you register with your own name and email, you’ll be able to pull the streams. Please deliver both files in MP4 so they play smoothly on a...content, I’m after two versions per video: 1. Verbatim transcript – every word as spoken. 2. Summarized transcript – a concise, well-structured overview that keeps all key points. Kindly bundle each version into a separate, clearly named PDF. That’s it: download, transcribe, summarise, and send back four PDFs plus the two MP4s. If you’re comfortable with gated content capture and accurate transcription...

I have a collection of text-only material that needs to be re-typed with high accuracy and clean formatting. The task is strictly data entry—no transcription from audio or customer interaction—just careful typing of the supplied text into the file structure I provide. The total volume is moderate, so completing everything within a month is realistic. I will share the source documents, the preferred file format, and simple naming conventions on award. Your deliverable is the final, proofread text files ready for me to import. Accuracy, consistent formatting, and meeting the agreed schedule will be the key success factors for this project.

...during conversations • Generates post-session summaries and insights ________________________________________ 2.2 Target Users • Professionals (meetings, sales calls) • Job candidates (interviews) ________________________________________ 2.3 Key Use Cases Legitimate • Meeting transcription • Note-taking automation • Sales assistance High-Risk / Misuse • Real-time answer assistance in exams • Undisclosed AI assistance in negotiations ________________________________________ 2.4 Success Metrics • Transcription accuracy (>90%) • Latency (<500 ms) • AI suggestion relevance • Session completion rate ________________________________________ 2.5 Risks • Ethical misuse • Detection evasion &b...

...including familiarity with regional accents and informal speech. ✅ Strong listening comprehension and attention to detail. ✅ Ability to produce verbatim transcriptions, including stutters, repetitions, and filler words. ✅ Experience in transcription, annotation, or linguistics is an advantage. ✅ Comfortable using browser-based tools (training will be provided). ✅ Reliable internet connection. ✅ Access to a laptop or desktop computer (mobile devices are not supported). ✅ Reliable availability for 20+ hours per week. Work Assignment This project focuses on transcription tasks involving both single-speaker and multi-speaker audio recordings. Tasks may vary in complexity depending on audio quality and number of speakers. Clear instructions and guidelines will be provided, and...

I will transcribe everything from the printed score to a digital format, just like we did last time.

I will supply about ten pages of screenshots that contain only text. I need every word transcribed into a single .docx file, preserving the original order, paragraph breaks, and any obvious headings, but without extra styling—plain, simple text is all that’s required. Accuracy is critical: no typos, omissions, or OCR a...breaks, and any obvious headings, but without extra styling—plain, simple text is all that’s required. Accuracy is critical: no typos, omissions, or OCR artifacts. Please proof-read before sending and deliver the finished Word document within 1–2 days so I can verify it against the screenshots right away. Let me know if anything in the captures is unclear; otherwise, the work is a straight transcription task and should be trouble-fre...

We are looking for a creative Growth Marketer to drive organic adoption for Neoly AI, an advanced real-time interview and coding assistant. Neoly features a unique "No-Focus Mode" and ultra-low latency transcription designed for developers. The Challenge: Because this is a technical tool used in high-stakes environments, many developer communities (like Reddit or Hacker News) have strict moderation. We need a strategist who can build brand authority through "Value-First" marketing rather than direct spamming. Your Task: Strategic Posting: Create "Founder’s Stories" and "Build in Public" logs for subreddits (r/SaaS, r/SideProject) and tech forums. Community Management: Respond to users struggling with "interview anxiety" by ...

Odia to English Transcription (₹10 per audio minute) Description: I’m looking for a freelancer who can transcribe Odia audio into accurate English text. Project Details: * Language: Odia (audio) → English (text) * Task: Listen to audio and provide clean, readable English transcription * Rate: ₹10 per audio minute * Volume: Ongoing work available for the right person * Turnaround: Should be reliable and timely Requirements: * Good understanding of Odia * Strong English writing skills * Ability to accurately capture meaning (not just word-to-word translation) * Experience in transcription or translation preferred Additional Notes: * Audio quality is generally clear * Formatting should be simple and clean * A short sample may be required before startin...

...including familiarity with regional accents and informal speech. ✅ Strong listening comprehension and attention to detail. ✅ Ability to produce verbatim transcriptions, including stutters, repetitions, and filler words. ✅ Experience in transcription, annotation, or linguistics is an advantage. ✅ Comfortable using browser-based tools (training will be provided). ✅ Reliable internet connection. ✅ Access to a laptop or desktop computer (mobile devices are not supported). ✅ Reliable availability for 20+ hours per week. Work Assignment This project focuses on transcription tasks involving both single-speaker and multi-speaker audio recordings. Tasks may vary in complexity depending on audio quality and number of speakers. Clear instructions and guidelines will be provided, and...

I already have several hours of Thai conversational audio that has been passed through an automatic + human transcription process. Before I publish the material, I need a fresh set of ears to listen through each file and make sure every single word in the transcript matches what is actually said. Your core task is simple: correcting the quality of the existing transcript. Where it drifts from the spoken Thai—missing words, wrong particles, mis-heard regional accents—correct it directly in the document. I am not after stylistic rewrites; the goal is a faithful, word-for-word record of the conversations. The rate is : 8 USD/ qualified hour audio

I have a backlog of information that must be transferred quickly and flawlessly into an Excel sheet (or Google Sheet, if you prefer). The job is purely typing-based data entry—no transcription or copy-writing—so speed matters, but accuracy matters even more. Here’s what I need from you: • Enter all records exactly as provided, preserving formatting, spelling, and any numerical precision. • Perform a brief self-check to catch obvious errors or duplicates before handing the file back. • Deliver the completed, clean spreadsheet within the timeframe we agree on. If you are a fast typist with a sharp eye for detail, I’m ready to get started right away.

I am a native Burmese speaker with strong experience in audio transcription, research, and media projects. I specialize in accurate verbatim transcription, clear speaker identification, and high attention to detail. I have worked on Burmese transcription in a research setting, handling qualitative interviews with a focus on accuracy, consistency, and contextual meaning. I also regularly review and self-correct my work to ensure high-quality output. In addition, my experience with BBC Media Action has strengthened my ability to work with complex, multi-speaker audio and produce clear, audience-appropriate content. I am detail-oriented, reliable, and comfortable following transcription guidelines and working with online tools. I am available 6–7 hours per da...

I have a batch of handwritten documents that must be converted into clean, error-free digital data. Your first task is to transcribe every entry with absolute accuracy, preserving names, figures, dates, and any special notes exactly as written. Once the raw data is in place, I’d like you to run a straightforward analysis that highlights any notable patterns or insights—think of it as transforming the numbers into something immediately useful for decision-making. You are free to choose the most efficient tools (Excel, Google Sheets, or a lightweight database) as long as the final dataset is easy for me to sort, filter, and export later. Accuracy is paramount, so please build in a quick-check or validation step before delivering. Deliverables • A fully transcribed, proof...

I need a variety of MP3 files transcribed for use as basic demo lead sheets. Ideally with vocal melody and guitar chords, piano if possible. Requirements: - Ability to transcribe various genres - High accuracy and attention to detail - Timely delivery - Fair pricing Ideal Skills: - Proficiency in music theory - Strong listening skills - Prior experience in music transcription

I have a small batch of scanned PDFs—no more than ten pages in total—that I need accurately re-typed into an editable Word document. The files are clear, so this is a straightforward copy-typing job rather than transcription of difficult handwriting. Please keep the original formatting as closely as possible (headings, paragraphs, basic tables if any). I will send the images/PDFs immediately after we start, and I’d like the final .docx returned within 24–48 hours. Deliverables: • Word document mirroring the source layout • Quick internal spell-check to catch obvious typos Accuracy matters more than speed, but if you can deliver both, that’s perfect. Let me know your turnaround time and any questions you have.

... Deliver the finished work as a Word file (or Google Doc) with plain, consistent formatting. If you prefer another tool such as InDesign or LaTeX, mention it when you respond; I’m open to the option as long as I receive a readily editable version in the end. Turnaround time is flexible but I would like an estimate up front along with a brief note on your typing speed or past Gujarati transcription experience....

I have between one and three hours of Hindi call recordings that I need converted into clean, accurate text. Please transcribe every utterance and label each change of speaker clearly in the document. The finished file should be delivered as a Word document so I can edit and comment directly. Accuracy and correct speaker attri... Please transcribe every utterance and label each change of speaker clearly in the document. The finished file should be delivered as a Word document so I can edit and comment directly. Accuracy and correct speaker attribution are the priorities; timestamps are not required unless they help you keep track of speakers more precisely. If you have experience with Hindi call or interview transcription and can turn this around quickly, I’d love to ...

We have thai annotations, we need native thai would willing to work with us to listen audio and transcribe them into thai typing. We require the freelancers to have : Laptop and Internet connection.

I need a classical piano transcription of an entire improvised song. This is for a performance, and I require: - Complete transcription of the entire song - Classical notation Ideal Skills and Experience: - Proficient in classical piano - Experienced in transcribing improvised music - Familiar with classical music notation I had already gotten permission from the person who made the song. They just don’t want to write it on sheet music. Please provide samples of similar work. Here is the link.

I need a skilled music transcriber to convert solo contemporary folk audio recordings into manuscript music. Requirements: - Transcribe solo instrument recordings - Include lyrics and chords in notation Ideal Skills and Experience: - Proficiency in contemporary folk music - Experience with music transcription - Ability to accurately notate lyrics and chords

...speakers of Uzbek, Albanian, Ukrainian, Persian, Burmese, Serbian, Slovak, Slovenian, Khmer, Icelandic, Croatian, Catalan, Norwegian, Kazakh, Latvian, Irish, Azerbaijani, Lithuanian, Danish, Swedish or Estonian. Here’s the job: log into our web portal, listen to very short audio clips (usually under ten seconds) and score each one for naturalness and pronunciation clarity. There’s no writing or transcription involved—just a simple one-to-five rating before you move on to the next clip. I rate my own ability to spot good versus bad speech as excellent, so I’ll be running periodic spot checks; consistent, high-quality judgments will keep more tasks flowing your way. What you can expect • 100 % remote work—any modern browser on a compute...

...partial_sources → source citation cards final event → complete response Mode indicator (Intelligent / Coaching / Focused) Conversation continuity via conversation_id Follow‑up suggestions 3. Document Library (Read‑Only) Document upload (camera scan) Folder tree navigation Document list (type, date, size) In‑app PDF/DOCX viewer 4. Journal & Recording Native audio recording Upload to backend for transcription Journal entries (create + list) 5. Settings Profile (name, email, tier) Logout Connections (minimal) Privacy & Data (minimal) Out of Scope (Phase 1) Notes editor Push notifications Subscription upgrade flows Fireside Chat, Tools, Alerts, Copilot Deliverables Production‑ready iOS app TestFlight builds during development App Store submission and approval...

I have a short PDF—fewer than ten pages—filled with a mix of text and numbers that I need transferred into an editable format. Accuracy matters more than speed, but I would like the finished file soon so I...What you’ll receive • The original 1-10-page PDF containing both textual descriptions and numerical values. What I expect back • A clean, well-structured spreadsheet (Excel, CSV, or Google Sheet) or, if you prefer, a neatly formatted Word document containing every piece of data from the source. Acceptance criteria • Every text string and number appears exactly as in the PDF. • No transcription errors in random spot checks. • Formatting stays consistent and the file opens without issues. Let me know your estimated turnarou...

I have a set of handwritten notes—each running between one and five pages—that I need converted into clean, error-free text. The job is pure copy typing: no transcription from audio, no data entry into spreadsheets, just faithful reproduction of what’s on the page into an editable document (Word or Google Docs is fine). Legibility is decent, but I’m relying on you to catch any unclear characters and flag questions instead of guessing. Consistent formatting, correct spelling, and preservation of any underlining or simple headings that appear in the original are important to me. Deliverables • Typed version of each note set, named to match the original file or page number • A single pass of self-proofreading before you hand it back Acceptance c...

We are recruiting a freelance transcriptionist for a large-scale, ongoing remote audio transcription project. If you are fluent in Hebrew, we would like to hear from you. Native speakers are strongly preferred and may be prioritised during selection. All work is done remotely using an online platform. You can be located anywhere in the world. Flexible schedule — work at your own pace. WHAT YOU'LL DO - Listen to audio recordings in Hebrew - Produce accurate written transcripts following provided guidelines - Review and self-correct your work before submission PAY RATE $403.20 USD per audio hour WHO WE'RE LOOKING FOR - Fluent in Hebrew (native speaker strongly preferred) - Strong written accuracy and attention to detail in Hebrew - Able to work indepen...

I have a collection of CSV and native Excel files that need to be merged into one clean, well-structured workbook. The source material already sits in digital form, so no manual transcription from scans is required—just careful extraction and organization of the mixed data (both numbers and text). Here’s what I need from you: • Import each CSV/Excel source, preserving every value exactly as it appears. • Standardize column headers and align the datasets into a single master sheet (or a set of logically separated tabs if that proves clearer). • Run quick checks—basic formulas, filters, or conditional formatting—so obvious discrepancies or mis-typed entries surface immediately. • Deliver the final .xlsx file plus a brief note summari...

...including familiarity with regional accents and informal speech. ✅ Strong listening comprehension and attention to detail. ✅ Ability to produce verbatim transcriptions, including stutters, repetitions, and filler words. ✅ Experience in transcription, annotation, or linguistics is an advantage. ✅ Comfortable using browser-based tools (training will be provided). ✅ Reliable internet connection. ✅ Access to a laptop or desktop computer (mobile devices are not supported). ✅ Reliable availability for 20+ hours per week. Work Assignment This project focuses on transcription tasks involving both single-speaker and multi-speaker audio recordings. Tasks may vary in complexity depending on audio quality and number of speakers. Clear instructions and guidelines will be provided, and...

... pathway already performs smoothly in text, but the moment we switch to voice a few critical problems appear. The system starts throwing spelling errors, misunderstands certain words, and the overall exchange stops sounding human-like. I need these pain points fixed so the voice experience feels just as polished as the text one. What I want improved • Spelling accuracy and consistent transcription • Better word understanding, especially in everyday speech • A natural conversation flow that doesn’t break when the user pauses or re-phrases Primary use-cases The pathway has to handle casual conversations and customer service inquiries without stumbling. Think quick back-and-forth chats where clarity and tone matter. Acceptance criteria • A/B vo...