No. 12 of 24 ·Podcast Transcription Software

Podlog

Web · Self-hosted

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Freedom report

One barScore 5.3

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

Podlog is ranked #12 of 24 in podcast transcription software on Freedom251. It runs on Self-hosted, Web.

Compared on podcast transcription software

Speaker labels: Yes
Searchable library: Yes

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The record

Purpose: Podlog is a self-hosted web app for audio transcription, search, and metadata analysis.
Audio input: It can ingest podcast episodes from RSS feeds or upload audio files through the web UI.
Transcription and speakers: It uses WhisperX for transcription and supports local speaker diarization, with an optional paid pyannote.ai cloud model.
Search: Hybrid search combines full-text keyword search with pgvector semantic similarity.
Ask AI: Ask AI provides streamed, citation-backed answers from the transcript library, using local Ollama by default or optional Fireworks inference.
Exports and playback: Users can play audio from transcript timestamps and export transcripts or search results as Markdown or plain text.
Analytics: The Meta-Analysis dashboard reports speaker minutes, word counts, and host-versus-guest talking-time differences across feeds.
Integrations: Podlog supports Telegram and email notifications and an optional Telegram bot for search, questions, transcripts, queue checks, and adding sources.
Privacy: The project describes itself as local-first, with no accounts, cloud, or telemetry by default and optional remote Fireworks inference.
Deployment requirements: Installation requires Docker Compose V2 and a Hugging Face access token; users must accept the pyannote model license for diarization.
Hardware limits: The hardware guide lists 4-core x86-64 and 8 GB RAM as minimums, says GPU is not required, and notes processing is CPU-only and sequential.
Platform constraint: Published container images support linux/amd64; other architectures require building from source.
License: The O'Saasy License permits use and redistribution subject to conditions and bars offering the software as a competing hosted or SaaS product.
Maker: The repository credits @brlauuu as the builder.

Where it ranks on Freedom251

Best Podcast Transcription Software in 2026#12 of 24

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Sources

github.com/brlauuu/podlog· checked 4 Oct 2026
github.com/brlauuu/podlog/blob/main/docs/hardware.· checked 4 Oct 2026
github.com/brlauuu/podlog/blob/main/LICENSE· checked 4 Oct 2026