https://sasan.jafarnejad.io/tag/nlp/NLPHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Jun 2024 12:00:00 +0100https://sasan.jafarnejad.io/project/podfetch/Sat, 01 Jun 2024 12:00:00 +0100https://sasan.jafarnejad.io/project/podfetch/<p>I always wanted to be able to search in podcast transcripts and find the episodes that are relevant to my interests. It&rsquo;s crazy still in 2024 Spotify is not able to give you &ldquo;more like this&rdquo; episodes, or &ldquo;search in episode content&rdquo; feature. So I used Whisper and started my own search engine for podcasts. It&rsquo;s still in the early stages, and so far I&rsquo;ve only re-written it once! The first version was using Solr for fulltext search. Now that LLMs are a thing, I would also like to add episode summarization feature to it. At the moment I&rsquo;m adding speaker diarization to the pipeline, and the beauty of it is that the system is learning to recognize more and more speakers which reduces the need for manual labeling.</p>