<feed xmlns='http://www.w3.org/2005/Atom'>
<title>podcast-sponsor-remove, branch master</title>
<subtitle>Attempt at identify sponsored segments in audio transcripts and removing them.</subtitle>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/'/>
<entry>
<title>try finetuning encoder-decoder model like t5gemma</title>
<updated>2025-08-24T04:31:29+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-24T04:31:29+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=0f5fcee95648d706b792affee0658e2e652fd904'/>
<id>0f5fcee95648d706b792affee0658e2e652fd904</id>
<content type='text'>
Unfortunately once it finishes the finetuning process, it doesn't
actually output anything. With decoder-only models like small gemma3, it
also doesn't output anything meaningful. I'm tempted to just classify
each token as an ad or not, finetune an encoder like some long-context
BERT, and then a post-processing script to convert back to tokens and
their timestamps. May end up being more performant and efficient too...
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Unfortunately once it finishes the finetuning process, it doesn't
actually output anything. With decoder-only models like small gemma3, it
also doesn't output anything meaningful. I'm tempted to just classify
each token as an ad or not, finetune an encoder like some long-context
BERT, and then a post-processing script to convert back to tokens and
their timestamps. May end up being more performant and efficient too...
</pre>
</div>
</content>
</entry>
<entry>
<title>add finetuning scripts</title>
<updated>2025-08-23T21:23:59+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T21:23:59+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=48cdc65c0eafa08fc39b5bfa49ef7c42943ac91d'/>
<id>48cdc65c0eafa08fc39b5bfa49ef7c42943ac91d</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>add helper script to split dataset.jsonl</title>
<updated>2025-08-23T17:35:32+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T17:35:32+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=4ec10c33159f435963b73da5a9bd12f25f65cda9'/>
<id>4ec10c33159f435963b73da5a9bd12f25f65cda9</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>add helper script for reviewing input into dataset</title>
<updated>2025-08-23T17:29:38+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T17:29:32+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=d5e69d1debc6df412f0862cb47ea90deebcd5dbf'/>
<id>d5e69d1debc6df412f0862cb47ea90deebcd5dbf</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>adapt asr.py for multiple file inputs</title>
<updated>2025-08-23T14:58:58+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T06:26:35+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=d49d20dd810ed2dbcef6c926921b072713366654'/>
<id>d49d20dd810ed2dbcef6c926921b072713366654</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>add highlight/visualizer script and update system prompt</title>
<updated>2025-08-23T14:58:54+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T05:33:21+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=78decc2ddd05519780153a8d09f68884e8d11fc6'/>
<id>78decc2ddd05519780153a8d09f68884e8d11fc6</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>whisper.cpp replaced by onnx-asr</title>
<updated>2025-08-23T03:28:51+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-23T03:28:51+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=3b4865a270888643446d9092ba55d69b79117e5e'/>
<id>3b4865a270888643446d9092ba55d69b79117e5e</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>update main script</title>
<updated>2025-08-22T22:36:26+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-22T22:36:26+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=a08bed429831b989b57b732ce04bf7158abc2cc1'/>
<id>a08bed429831b989b57b732ce04bf7158abc2cc1</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>add formatting</title>
<updated>2025-08-22T21:51:28+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-22T21:51:28+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=87e22ba091dae8d81da690a405c15b453c61a0c5'/>
<id>87e22ba091dae8d81da690a405c15b453c61a0c5</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
<entry>
<title>improve asr.py</title>
<updated>2025-08-22T20:53:10+00:00</updated>
<author>
<name>vin</name>
<email>git@vineetk.net</email>
</author>
<published>2025-08-22T20:53:10+00:00</published>
<link rel='alternate' type='text/html' href='https://git.vineetk.net/podcast-sponsor-remove/commit/?id=cc2d05f027ef2672a96d1b780e5af44b03375af8'/>
<id>cc2d05f027ef2672a96d1b780e5af44b03375af8</id>
<content type='text'>
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
</pre>
</div>
</content>
</entry>
</feed>
