| --- |
| language: |
| - en |
| license: other |
| task_categories: |
| - automatic-speech-recognition |
| tags: |
| - podcast |
| - transcription |
| - youtube |
| - rss |
| - diarization |
| - deduplicated |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: shows |
| data_files: |
| - split: train |
| path: shows/train.parquet |
| - config_name: episodes |
| data_files: |
| - split: train |
| path: episodes/*.parquet |
| - config_name: transcripts |
| data_files: |
| - split: train |
| path: transcripts/*.parquet |
| extra_gated_prompt: "By requesting access you agree to follow our data use policies." |
| extra_gated_fields: |
| First Name: text |
| Last Name: text |
| I am a: |
| type: select |
| options: ["Projxon AI Member", "Non-Projxon AI Member"] |
| I want to use this dataset for: |
| type: select |
| options: |
| - Research |
| - Model Training (pre-training) |
| - Model Training (instruct) |
| - Other |
| --- |
| |
| # Podcast Transcripts (Deduped) |
|
|
| Phase 1 deduplicated subset of [`hudsongouge/Podcast-Transcripts-Raw`](https://huggingface.co/datasets/hudsongouge/Podcast-Transcripts-Raw). |
|
|
| Updated 2026-07-19T06-28-19Z UTC. |
|
|
| ## Dedup summary |
|
|
| | Metric | Value | |
| |--------|------:| |
| | Raw input rows | 102,374 | |
| | Keepers | 99,035 | |
| | Discarded | 3,339 | |
| | Exact discarded | 882 | |
| | MinHash discarded | 2457 | |
| | Jaccard threshold | 0.88 | |
|
|
| Two-pass Phase 1: |
| 1. Exact match on canonical audio source key (YouTube ID / Omny clip / audio filename) |
| 2. MinHash + LSH on normalized transcript text (Jaccard ≈ 0.85–0.92) |
|
|
| ## Configs |
|
|
| | Config | Description | |
| |--------|-------------| |
| | `shows` | Show/channel metadata for shows that still have keeper episodes | |
| | `episodes` | Episode metadata for keeper IDs only | |
| | `transcripts` | Full ASR transcripts for keeper IDs only | |
|
|
| ## Artifacts |
|
|
| Under `artifacts/`: |
|
|
| - `keepers.json` — episode IDs retained |
| - `discarded.json` — episode IDs dropped |
| - `stats.json` / `config.json` — run metadata |
| - `exact_clusters.json` / `minhash_clusters.json` — cluster detail |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| transcripts = load_dataset("hudsongouge/Podcast-Transcripts-Deduped", "transcripts", split="train") |
| episodes = load_dataset("hudsongouge/Podcast-Transcripts-Deduped", "episodes", split="train") |
| shows = load_dataset("hudsongouge/Podcast-Transcripts-Deduped", "shows", split="train") |
| ``` |
|
|
