AI tools for Note Taking

Duet

Team Collaboration / Productivity / AI-enabled Messaging & Workflow Tools

Blends human collaboration with generative AI to help teams work faster and more efficiently by offering AI-powered group chats, context-rich search, persistent memory, semantic search over company documents, and workflow automation.

Thine

AI / Personal Development / Productivity

An empathetic AI co-founder that lives alongside you remembering, connecting, and reflecting on years of conversations, notes, and emotions to help answer life’s deeper, unpromptable questions.

Integrity

Productivity / Knowledge Management

Integrity brings notes, visual canvases, and AI chats into one unified workspace, so ideas flow without switching tools like Notion, Miro, or ChatGPT.

Taya Necklace

Wearables / AI / Memory Capture

An AI-powered wearable in the form of a necklace that listens, transcribes, and records conversations and reflections, turning them into a private, searchable memory journal.

Zotero

Education & Learning

Zotero is a free, open-source reference management tool that helps researchers collect, organize, annotate, cite, and share research sources. It integrates with word processors for automatic bibliography generation and supports collaborative library sharing.

Notion AI

Productivity & Automation

Notion AI is the AI layer within the Notion workspace platform that provides writing assistance, summarization, translation, and Q&A across notes, documents, and databases. It is included in Notion's paid plans, not sold as a standalone product.

Fathom

Productivity & Automation

Fathom is a free AI notetaker designed for Zoom meetings, automatically capturing highlights and syncing them with your CRM. It streamlines the process of note-taking, ensuring important information is easily accessible and organized.

Coda AI

Productivity & Automation

Coda AI is a versatile collaborative document and database platform that leverages AI to automate workflows, making it ideal for teams in project management, product development, and data analysis. Users can create dynamic documents that combine text, tables, and interactive elements, enabling real-time collaboration on tasks like project tracking, meeting notes, and data reporting. For instance, a product manager can use Coda AI to automate status updates by pulling data from various sources, while a marketing team can collaboratively draft campaign plans and track progress in a single document. Its unique capability to blend structured data with unstructured content allows for seamless integration of diverse workflows, enhancing team productivity.

Reflect

Productivity & Automation

Reflect is a networked note-taking tool designed for professionals and students who need to organize and retrieve information efficiently. It integrates an AI writing assistant that helps users generate content and backlinks that create a web of interconnected notes, enhancing knowledge management. For instance, a researcher can use Reflect to compile literature reviews by linking notes from various sources, while a project manager can track meeting notes and action items through interconnected notes for better project oversight. Its unique capabilities include intelligent linking suggestions and a user-friendly interface that simplifies complex note organization.

Abridge

Health & Wellness

Abridge is an AI-powered tool designed for ambient documentation during clinical patient visits. It streamlines the process of capturing and organizing patient information, enhancing the efficiency of healthcare providers.

Otter.ai

Productivity & Automation

Otter.ai is a robust meeting transcription tool that offers real-time transcription, speaker identification, and collaborative note-taking features. It is widely used by professionals such as project managers and educators to streamline workflows during meetings, lectures, and interviews. For example, a project manager can use Otter.ai to transcribe team meetings, ensuring that all action items are captured accurately, while a university professor can record and share lecture notes with students for better retention. Key capabilities include integration with video conferencing tools like Zoom and the ability to search through transcripts for specific keywords, making it easier to locate important discussions.

Mem AI

Productivity & Automation

Mem AI is a self-organizing knowledge base that leverages artificial intelligence to automatically categorize and surface relevant notes based on user context and queries. It is primarily used by professionals such as researchers, writers, and project managers to streamline information retrieval and enhance productivity. For instance, a researcher can quickly find all notes related to a specific topic by simply typing keywords, while a project manager can track meeting notes and action items effortlessly. Key capabilities include intelligent tagging, contextual search, and seamless integration with other productivity tools, making it a unique solution for knowledge management.

Suki AI

Health & Wellness

Suki AI is an advanced AI voice assistant specifically designed for healthcare professionals, enabling them to automate clinical note-taking and streamline documentation workflows. Physicians use Suki to dictate patient notes directly into electronic health records (EHR), significantly reducing the time spent on administrative tasks. For example, a primary care physician can use Suki to quickly document patient visits during consultations, while a specialist can generate detailed notes for complex cases without interrupting the flow of patient interaction. Key capabilities include voice recognition tailored for medical terminology, seamless integration with various EHR systems, and the ability to learn from user preferences, making it a powerful tool for enhancing productivity in clinical settings.

memory.store (Personal & Team Memory Layer)

Productivity & Automation

memory.store is a collaborative memory layer that automatically syncs and organizes information from meetings, chats, and notes across platforms like Slack and Fathom. It is primarily used by project managers and remote teams to enhance communication and streamline workflows by ensuring critical information is easily accessible and categorized by project, person, or decision. For example, a project manager can quickly filter and retrieve all discussions related to a specific client, while a remote team can effortlessly access past meeting summaries without navigating through multiple channels. Its key capabilities include seamless integration with existing tools and a user-friendly interface that requires no additional training, making it easy for teams to adopt into their current workflows.

Nabla

Health & Wellness

Nabla is an AI ambient clinical assistant that automates medical documentation and note-taking for healthcare professionals, seamlessly integrating into existing clinical workflows. Physicians and nurses use Nabla to efficiently capture patient interactions, generate clinical notes, and manage documentation tasks, thereby minimizing time spent on administrative duties. For instance, a primary care physician can use Nabla to transcribe patient conversations into structured notes during consultations, while a nurse can quickly update patient records post-visit using voice commands. Key capabilities include real-time transcription, contextual understanding of medical terminology, and integration with electronic health records (EHRs), making it a vital tool for enhancing patient care and reducing burnout among healthcare providers.

talkamore (AI Thinking Partner & Journaling Companion)

Productivity & Automation

Talkamore is an AI-driven thinking partner and journaling companion designed to enhance personal reflection and cognitive clarity. It is particularly useful for individuals seeking to improve their mental well-being, such as students, professionals, and anyone engaged in self-improvement workflows. Users can leverage its long-term memory feature to recall previous conversations, identify recurring themes in their thoughts, and articulate complex ideas more clearly. For instance, a college student might use Talkamore to track their academic progress and emotional state over the semester, while a professional could utilize it to reflect on career goals and decision-making patterns, all while maintaining an encrypted daily journal for privacy and security.

Almond Voice

Productivity & Automation

Almond Voice is a powerful voice dictation tool designed specifically for macOS, enabling users to convert spoken language into structured text in real-time with high accuracy. It is ideal for professionals such as writers, journalists, and students who need to quickly transcribe thoughts or information. For example, a journalist can dictate an entire article while commuting, allowing them to focus on content creation rather than typing, while Almond Voice automatically refines the text by eliminating filler words and correcting spelling errors. Additionally, students can use it to capture and organize lecture notes efficiently, enhancing their study sessions. Key capabilities include offline functionality for privacy, customizable vocabulary tailored to specific industries, and built-in shortcuts that optimize the dictation workflow.

Bota (Offline Context Engine for AI Agents)

Productivity & Automation

Bota is an offline context engine designed to enhance AI agents by capturing and analyzing real-world conversations, including in-person meetings and phone calls, through existing devices or custom note-taking wearables. It is particularly beneficial for professionals in sales, project management, and research who require accurate documentation and context-rich transcripts of their discussions. For example, a sales representative can utilize Bota to automatically record client meetings, generating detailed notes that emphasize key points and action items, while a project manager can document brainstorming sessions to ensure all ideas are preserved for future reference. With features like seamless integration with existing hardware, real-time transcription, and the ability to provide contextual metadata, Bota significantly improves productivity and collaboration across various workflows.

Skye (Personal AI Agent)

Productivity & Automation

Skye is a personal AI agent designed to enhance productivity by intelligently organizing tasks, managing reminders, and prioritizing daily responsibilities. It caters primarily to busy professionals and students, helping them balance multiple commitments efficiently. For example, a project manager can utilize Skye to integrate team deadlines and individual tasks into a unified timeline, ensuring no critical dates are overlooked, while a college student can depend on it to effectively schedule study sessions and track assignment due dates. With capabilities like natural language processing for seamless task entry and adaptive learning that customizes suggestions based on user behavior, Skye stands out as a uniquely supportive tool for navigating complex schedules.

Mem.ai

Productivity & Automation

Mem.ai is an AI-driven personal knowledge management tool that empowers users to capture, organize, and retrieve information effortlessly. Professionals, students, and researchers leverage it to manage extensive notes and documents, enhancing their workflow efficiency. For example, a project manager can consolidate meeting notes, track action items, and link relevant documents, ensuring streamlined project oversight, while a student can organize and annotate lecture notes and research materials for effective exam preparation. Mem.ai's standout features include intelligent tagging, automatic content linking, and an advanced search function that allows users to quickly access pertinent information, significantly boosting productivity and knowledge retention.

xTiles

Productivity & Automation

xTiles is a visual collaboration platform designed for teams to create interactive boards that organize notes, checklists, and files in a visually engaging manner. It is particularly useful for project managers, marketing teams, and content creators who need to streamline their workflows and enhance team collaboration. For instance, a project manager can use xTiles to visually outline project milestones, assign tasks, and track progress in real-time, while a marketing team can brainstorm and organize campaign ideas alongside relevant research materials, all in one cohesive board. Key capabilities include an intuitive drag-and-drop interface, customizable templates for various project types, and real-time collaboration features that significantly boost team communication and productivity.

Nessie

Productivity & Automation

Nessie is an AI tool that converts conversations from ChatGPT and Claude into a structured, searchable personal knowledge base, enabling users to efficiently organize and retrieve insights from their AI interactions. It is particularly beneficial for professionals, researchers, and students who need to synthesize and manage extensive data from discussions. For instance, a researcher can compile and categorize insights from various AI dialogues on climate change, while a student can streamline exam preparation by organizing notes from multiple tutoring sessions on calculus. Key capabilities include automatic topic clustering, advanced search functionalities, and the ability to create a structured archive of AI-generated content, making it easy to revisit and utilize past conversations for ongoing projects or study sessions.

Comet Assistant (Perplexity)

Productivity & Automation

Comet Assistant is an advanced browser tool that enhances productivity by enabling users to interact deeply with web pages and manage multiple tabs seamlessly. It is particularly beneficial for researchers, students, and professionals who need to extract, organize, and annotate information from diverse online sources. For example, a graduate student can efficiently gather and annotate data from various academic journals, ensuring their research is well-organized and easily referenced. Similarly, a marketing professional can analyze competitor websites and compile insights without losing focus on their primary tasks, leveraging its ability to streamline complex queries and improve information retrieval by 23%. Key capabilities include customizable annotations, tab management, and intelligent search functionalities that cater to specific user needs.

Air

Productivity & Automation

Air is a native macOS AI assistant that enhances productivity by enabling users to execute tasks across multiple applications through natural language commands. It is particularly beneficial for professionals like project managers, who can quickly schedule meetings and send reminders, and writers, who can compile notes and generate structured outlines for articles in real-time. For example, a project manager can automate the process of gathering team availability and sending calendar invites with a single command, while a writer can create a detailed article outline by simply stating their ideas. Air's unique capability to understand context and execute complex multi-step commands sets it apart, allowing users to streamline workflows and collaborate more effectively across various tools.

Stream Ring

Productivity & Automation

Stream Ring is a voice-activated smart ring that enables users to capture notes, tasks, and ideas effortlessly through whispers, making it ideal for busy professionals, creatives, and students. For example, a project manager can discreetly record action items during a meeting without needing to pull out a device, while a student can seamlessly capture key lecture points while taking handwritten notes. Its advanced AI transcription capabilities ensure that all captured information is accurately organized and easily retrievable, enhancing productivity in fast-paced environments. With a sleek design and hands-free functionality, Stream Ring integrates seamlessly into daily workflows, allowing users to stay focused and efficient.

Notate

Education & Learning

Notate is an innovative browser extension that streamlines content management by allowing users to highlight text, clip video segments, and annotate PDFs, all while supporting real-time discussions. It's particularly valuable for researchers, students, and professionals who need to efficiently gather, organize, and collaborate on information. For instance, a graduate student can highlight essential findings in academic papers, clip relevant sections from online lectures for later review, and share annotated PDFs with classmates for collaborative feedback. Notate's standout feature is its seamless integration with knowledge management tools like Notion, enabling users to systematically catalog their insights for easy retrieval and enhanced productivity across various projects.

Moss

Development & Engineering

Moss is a high-performance runtime specifically designed for real-time semantic search, allowing developers and data engineers to retrieve information in under 10 milliseconds. It is utilized by software developers to enhance applications that require fast and efficient data retrieval from diverse sources, including local, browser, and cloud-based data. For example, a developer can implement Moss to create a personalized content recommendation system for a news app, enable a rapid search feature in an e-commerce platform for quick product location, or build a local document search tool for teams to access internal knowledge bases seamlessly. Its standout capability to operate locally without the need for extensive infrastructure makes Moss a versatile and efficient solution for improving search functionalities across various applications.

Slane

Productivity & Automation

Slane is a minimalist task manager tailored for solo builders, including freelancers, entrepreneurs, and independent creators, aiming to streamline their productivity. Users can effortlessly create, organize, and prioritize tasks, making it perfect for workflows such as a freelance graphic designer managing multiple client projects and deadlines, or an independent app developer tracking feature rollouts and bug fixes. Key capabilities include offline access, a clean and intuitive list interface, and Progressive Web App (PWA) support, allowing seamless task management across devices. Its emphasis on simplicity and a distraction-free environment sets Slane apart from more complex, team-focused task management solutions.

Vektori

Productivity & Automation

Vektori is a universal memory layer that synchronizes conversations across multiple AI platforms like ChatGPT, Claude, and Gemini, enabling teams to manage discussions seamlessly. It is particularly beneficial for professionals in marketing, research, and product development who require cohesive insights from diverse AI interactions. For example, a marketing team can aggregate brainstorming insights from various AI tools to refine campaign strategies, while a research team can construct a searchable knowledge graph to enhance collaboration and project alignment. Key features include real-time conversation synchronization and a comprehensive database that allows users to easily retrieve past discussions for informed decision-making.

OpenNote Communities

Education & Learning

OpenNote Communities is a collaborative learning platform that enables students, educators, and lifelong learners to connect and share educational resources within specialized subject communities. University students can upload and exchange lecture notes and study guides, providing peer support during exam preparation, while educators can create dedicated spaces to share teaching strategies and lesson plans. For example, a biology student might upload comprehensive notes from a challenging lecture, aiding classmates in understanding intricate concepts, while a high school teacher could form a community to collaboratively design innovative lesson plans tailored to their curriculum. Key features include customizable community spaces, integrated note-sharing tools, and a user-friendly interface that fosters meaningful educational collaboration and resource sharing.

Friday

Health & Wellness

Friday is an AI-driven voice call tool designed to enhance reflective conversations and journaling for therapists, life coaches, and personal development enthusiasts. It enables users to engage in guided sessions that facilitate emotional exploration, intention setting, and personal growth tracking. For instance, a therapist can conduct weekly check-ins with clients, allowing them to articulate feelings and reflect on progress, while a life coach can use Friday to help clients document daily thoughts and identify behavioral patterns. Key features include advanced voice recognition, personalized prompts tailored to user responses, and an interactive journaling interface that promotes self-discovery and emotional well-being.

Floutwork

Productivity & Automation

Floutwork is a productivity-focused browser that consolidates essential tools like tabs, notes, tasks, calendars, and email into a cohesive interface designed for professionals and teams. Project managers utilize Floutwork to streamline their workflows by tracking project deadlines, taking comprehensive meeting notes, and managing emails all from one platform, which minimizes time wasted on switching between applications. Marketing teams benefit from Floutwork's real-time collaboration features, allowing members to share notes and tasks seamlessly while accessing relevant resources to maintain alignment on campaign objectives. Key capabilities include an integrated workspace that enhances task management, AI-driven information retrieval, and customizable workflows tailored to specific team needs, making it an adaptable solution for diverse professional settings.

Aven

Productivity & Automation

Aven is a local-first personal AI agent designed to enhance productivity for busy professionals, particularly remote workers and small business owners. It automates essential workflows such as managing schedules, setting reminders, and organizing files, making it ideal for project managers coordinating team meetings by analyzing members' availability, or freelancers who need a centralized hub for client communications and deadlines. Key capabilities include automated email sorting, task reminders, and seamless integration with various apps and devices, all while prioritizing data privacy through local processing. Aven not only streamlines daily tasks but also empowers users to focus on their core responsibilities without the distraction of repetitive administrative work.

Thine

Productivity & Automation

Thine is an AI-driven personal co-founder tool designed to enhance self-reflection and decision-making for entrepreneurs, coaches, and individuals focused on personal growth. Users can document thoughts, track emotional states, and revisit significant conversations, which aids in clarifying goals and improving outcomes. For example, a startup founder can log critical team meetings to extract actionable insights for future strategy sessions, while a life coach can analyze client conversations to identify behavioral patterns and tailor their coaching strategies accordingly. Key capabilities include advanced conversation memory, personalized reflections, and an empathetic interface that promotes deeper self-exploration and emotional intelligence, making it a unique companion in personal and professional development.

Paraspeech

Productivity & Automation

Paraspeech is an ultra-fast offline speech-to-text tool tailored for macOS users, allowing seamless transcription of audio directly on their devices without the need for an internet connection. It is particularly beneficial for professionals such as journalists, researchers, and content creators who require precise transcriptions for interviews, meetings, or lectures. For instance, a journalist can efficiently convert a lengthy interview into text for article writing, while a researcher can transcribe a lecture for effective note-taking and subsequent analysis. With features like real-time transcription, high accuracy across diverse accents, and a strong commitment to user privacy, Paraspeech offers a reliable and secure solution for transcription needs.

Dex

Productivity & Automation

Dex is an advanced browser copilot that enhances productivity by providing context-aware AI actions across multiple tabs and applications. It is particularly beneficial for professionals like project managers and researchers who need to streamline complex workflows, enabling them to focus on high-value tasks. For instance, a project manager can utilize Dex to automatically gather and summarize relevant data from various online sources while drafting a project report, significantly reducing the time spent on manual data collection. Similarly, a researcher can leverage Dex to extract and compile data from numerous academic articles, minimizing the hassle of constantly switching between tabs and allowing for a more efficient research process. Key capabilities include intelligent tab management, real-time data extraction, and seamless integration with popular productivity tools, making Dex an essential asset for anyone looking to boost multitasking efficiency in a digital workspace.

Vega

Customer Support

Vega is a collaborative social networking platform tailored for customer support teams, designed to enhance communication and knowledge sharing among team members. It enables users to create detailed profiles that highlight their skills and expertise, facilitating the documentation of solutions to common customer issues and the development of a centralized knowledge base. For example, a customer support manager can utilize Vega to streamline the onboarding process by offering new hires immediate access to a repository of frequently asked questions and solutions, while experienced agents can collaborate on complex cases by connecting with colleagues who possess relevant expertise. Key capabilities include customizable profiles, a robust knowledge-sharing system, and tools that promote continuous learning, making Vega a comprehensive solution for boosting team efficiency and customer satisfaction.

Fabric

Productivity & Automation

Fabric is an AI-native workspace that consolidates digital resources by integrating various drives, clouds, notes, and files into a single intelligent search interface. Project managers and content creators use Fabric to streamline workflows, such as a marketing team that can gather campaign assets from Google Drive, Dropbox, and OneDrive for real-time collaboration, or a researcher compiling notes and references from multiple cloud accounts to expedite report preparation. With advanced contextual search capabilities, users can quickly locate documents based on content rather than just file names, while seamless integration with numerous cloud storage providers enhances overall productivity. Fabric's user-friendly interface and intelligent organization of resources set it apart, making it a vital tool for efficient digital management.

Deta Surf

Productivity & Automation

Deta Surf is a specialized browser tailored for researchers, students, and professionals that combines web browsing with an integrated notebook and AI assistant to optimize online research workflows. Users can save and organize web pages, annotate content directly, and utilize AI to generate concise summaries or insights, enhancing their productivity. For example, a graduate student can gather and annotate academic articles for a thesis, while a marketing analyst can compile and summarize competitive intelligence reports, significantly reducing time spent on research tasks. Key features include seamless web page saving, integrated note-taking, and AI-driven content summarization, making Deta Surf a vital tool for efficient online research.

Liminary

Education & Learning

Liminary is an advanced memory management tool that enables users to save, organize, and efficiently recall large volumes of information. It is particularly beneficial for researchers, project managers, and students who need to compile and retrieve critical insights from diverse sources. For example, a researcher can seamlessly aggregate findings from multiple academic journals and easily access them when writing a thesis, while a project manager can keep a detailed overview of notes and deadlines across various projects, ensuring all tasks are on track. Key capabilities include intuitive tagging for effective categorization, powerful search functionalities for rapid information retrieval, and seamless integration with popular productivity applications, making Liminary a comprehensive solution for enhancing organizational efficiency and information management.

Pipa

Health & Wellness

Pipa is a voice-first journaling tool that allows users to document their thoughts, emotions, and experiences through natural voice commands. It is particularly useful for mental health professionals like therapists and life coaches, as well as individuals focused on self-reflection and emotional well-being. For example, a therapist can quickly capture client insights by saying, 'Pipa, summarize today's session,' while a life coach might ask, 'Pipa, what challenges did my client face this week?' Key capabilities include advanced voice recognition, emotion analysis, and personalized prompts, which collectively enhance mindfulness and emotional awareness in daily life.

Sublime

Productivity & Automation

Sublime is a browser-based notebook and AI assistant that allows users to efficiently organize notes, tasks, and ideas while ensuring privacy through local storage. It is particularly beneficial for students, researchers, and professionals who need to manage complex information workflows. For instance, a student can compile and annotate research notes for a thesis, while a project manager can create detailed task lists and collaborate with team members in real-time, integrating web content directly into their projects. Unique features include customizable templates tailored for various project types, multimedia support for images and videos, and an intuitive interface designed to enhance productivity without compromising user privacy.

Pocket

Productivity & Automation

Pocket is a digital content management tool that allows users to save, organize, and access articles, videos, and web pages with ease. It is particularly beneficial for students, professionals, and content creators who need to efficiently manage large volumes of information. For instance, a graduate student can save and categorize academic papers for quick reference while writing a dissertation, a digital marketer can curate and organize industry news to enhance campaign strategies, and a project manager can bookmark important resources to review during tight schedules. Key features include offline access to saved content, personalized recommendations based on user preferences, and seamless integration with various web browsers and applications, making Pocket an essential tool for effective digital information management.

Nuwa Pen

Productivity & Automation

Nuwa Pen is an innovative smart pen that digitizes handwritten notes from any paper surface, converting them into editable digital text in real time. It is widely used by students for capturing lecture notes, professionals for documenting meeting minutes, and creatives for sketching concepts. For instance, a university student can seamlessly write notes during a lecture that sync instantly to apps like Evernote or OneNote, while a graphic designer can sketch ideas on paper that are transformed into digital files for easy sharing and collaboration. Key capabilities include compatibility with various writing surfaces, seamless integration with popular productivity tools, and advanced organization features, making Nuwa Pen a vital tool for enhancing productivity and bridging the gap between analog and digital note-taking.

NotebookLM

Education & Learning

NotebookLM is a powerful AI research assistant designed to streamline the organization, summarization, and analysis of notes and documents. It is particularly useful for students, researchers, and professionals who need to manage large volumes of information efficiently. For example, a graduate student can transform extensive lecture notes into concise study guides, while a researcher can synthesize data from multiple academic papers to craft a comprehensive literature review. Key capabilities include advanced natural language processing for accurate summarization, intelligent search features for rapid information retrieval, and compatibility with various document formats, making it essential for enhancing productivity in academic and professional research workflows.

Notion Agents

Productivity & Automation

Notion Agents are AI-driven assistants embedded within the Notion workspace, designed to streamline project management and enhance note-taking efficiency. They are widely used by professionals, such as project managers and researchers, to automate workflows like generating meeting agendas, summarizing extensive documents, and organizing research notes. For instance, a project manager can utilize Notion Agents to compile real-time updates from team members into a cohesive project report, while a researcher can transform scattered notes into a well-structured literature review in minutes. With advanced natural language processing capabilities and seamless integration with Notion's databases, Notion Agents offer personalized support that evolves with user needs, making them essential tools for both corporate and academic settings.

Monologue

Productivity & Automation

Monologue is a sophisticated voice typing tool designed to convert spoken language into accurate written text, catering to professionals such as customer support representatives, content creators, and educators. For example, a customer support agent can use Monologue to transcribe live client interactions, ensuring precise documentation for future reference and improving service quality. Content creators benefit by dictating scripts or brainstorming ideas in multiple languages, which accelerates their creative process. Educators can leverage Monologue to generate lecture transcripts, making course materials more accessible to students. Its standout features include seamless language switching, personalized voice recognition that adapts to individual speaking styles, and exceptional transcription accuracy, making it an essential tool for enhancing speech-to-text productivity.