Best Audio Transcription Software in 2026

Fathom

Fathom suits people who want meeting recordings, transcripts, summaries, and action items for supported video meeting platforms.

ESPnet

ESPnet suits developers and researchers building speech-processing workflows who can work with its installation and task dependencies.

Gladia

Gladia suits developers building audio recording, transcription, or analysis into products through an API.

Happy Scribe

It suits people who need multilingual transcription, subtitling, or translation, and teams that collaborate on recorded material.

AssemblyAI

It suits developers building transcription, speech-understanding, or voice applications who need API access, language coverage, or self-hosting.

Grain

Grain suits small to mid-market and enterprise sales, customer success, and product teams that want searchable meeting records and follow-up.

Otter.ai

Otter.ai suits people and teams who want searchable meeting transcripts, summaries and action items.

Rev is positioned for legal and investigative teams, including attorneys, law enforcement, investigators, journalists, and researchers.

Speechmatics

Speechmatics suits teams building transcription, voice-agent, or speech-synthesis workflows, including listed healthcare, legal, contact center, and meeting use cases.

tl;dv suits people who want recordings and transcripts of meetings on Zoom, Google Meet, or Microsoft Teams, along with summaries and action items.

Speech-to-Text suits developers integrating transcription into applications or workflows that need streaming, batch, or synchronous recognition.

noScribe

It suits researchers, journalists, and others working with interview or sensitive audio who want local transcription and transcript-editing tools.

Transkriptor

Transkriptor suits people who need audio transcription or translation across supported languages, with speaker labels and timestamps.