diff --git a/yt_dlp/extractor/drtalks.py b/yt_dlp/extractor/drtalks.py
index aef9c4c689..5ea7f75807 100644
--- a/yt_dlp/extractor/drtalks.py
+++ b/yt_dlp/extractor/drtalks.py
@@ -1,52 +1,51 @@
 from .brightcove import BrightcoveNewIE
 from .common import InfoExtractor
-from ..utils import extract_attributes, smuggle_url
+from ..utils import url_or_none
+from ..utils.traversal import traverse_obj
 
 
 class DrTalksIE(InfoExtractor):
-    _VALID_URL = r'https?://event\.drtalks\.com/(?P<id>.+/[^/]+)/?'
+    _VALID_URL = r'https?://(?:www\.)?drtalks\.com/videos/(?P<id>[\w-]+)'
     _TESTS = [{
-        'url': 'https://event.drtalks.com/reversing-heart-disease-summit/free-access-day-1',
+        'url': 'https://drtalks.com/videos/six-pillars-of-resilience-tools-for-managing-stress-and-flourishing/',
         'info_dict': {
-            'id': '1758074870279626053',
-            'title': 'Free Access Day 1 - Events at DrTalks',
-            'thumbnail': r're:https://event.drtalks.com/wp-content/uploads/.+',
-        },
-        'playlist_mincount': 11,
-        'params': {
-            'skip_download': True,
+            'id': '6366193757112',
+            'ext': 'mp4',
+            'uploader_id': '6314452011001',
+            'tags': ['resilience'],
+            'description': 'md5:9c6805aee237ee6de8052461855b9dda',
+            'timestamp': 1734546659,
+            'thumbnail': 'https://drtalks.com/wp-content/uploads/2024/12/Episode-82-Eva-Selhub-DrTalks-Thumbs.jpg',
+            'title': 'Six Pillars of Resilience: Tools for Managing Stress and Flourishing',
+            'duration': 2800.682,
+            'upload_date': '20241218',
         },
     }, {
-        'url': 'https://event.drtalks.com/bioenergetics-2022/free-access-day-1/',
+        'url': 'https://drtalks.com/videos/the-pcos-puzzle-mastering-metabolic-health-with-marcelle-pick/',
         'info_dict': {
-            'id': '1747611460188466596',
-            'title': 'The BioEnergetics Summit',
-            'thumbnail': r're:https://event.drtalks.com/wp-content/uploads/.+',
+            'id': '6364699891112',
+            'ext': 'mp4',
+            'title': 'The PCOS Puzzle: Mastering Metabolic Health with Marcelle Pick',
+            'description': 'md5:e87cbe00ca50135d5702787fc4043aaa',
+            'thumbnail': 'https://drtalks.com/wp-content/uploads/2024/11/Episode-34-Marcelle-Pick-OBGYN-NP-DrTalks.jpg',
+            'duration': 3515.2,
+            'tags': ['pcos'],
+            'upload_date': '20241114',
+            'timestamp': 1731592119,
+            'uploader_id': '6314452011001',
         },
-        'playlist_mincount': 8,
-        'params': {
-            'skip_download': True,
-        },
-    }, {
-        'url': 'https://event.drtalks.com/mitochondrial-summit/encore-access-day-6',
-        'only_matching': True,
-    }, {
-        'url': 'https://event.drtalks.com/medicine-of-mindset-summit/free-access-day-1/',
-        'only_matching': True,
     }]
-    BRIGHTCOVE_URL_TEMPLATE = 'http://players.brightcove.net/%s/%s_%s/index.html?playlistId=%s'
 
     def _real_extract(self, url):
         video_id = self._match_id(url)
         webpage = self._download_webpage(url, video_id)
-        player_attrs = extract_attributes(self._search_regex(
-            r'(<video-js[^>]+\bid=(["\'])myPlayerID\2[^>]*>)', webpage, 'player'))
-        bc_url = smuggle_url(self.BRIGHTCOVE_URL_TEMPLATE % (
-            player_attrs.get('data-account', '6314452011001'),
-            player_attrs.get('data-player', 'f3rfrCUjm'),
-            player_attrs.get('data-embed', 'default'),
-            player_attrs['data-playlist-id']), {'source_url': url})
+        next_data = self._search_nextjs_data(webpage, video_id)['props']['pageProps']['data']['video']
 
         return self.url_result(
-            bc_url, BrightcoveNewIE, video_id, self._og_search_title(webpage),
-            url_transparent=True, thumbnail=self._og_search_thumbnail(webpage))
+            next_data['videos']['brightcoveVideoLink'], BrightcoveNewIE, video_id,
+            url_transparent=True,
+            **traverse_obj(next_data, {
+                'title': ('title', {str}),
+                'description': ('videos', 'summury', {str}),
+                'thumbnail': ('featuredImage', 'node', 'sourceUrl', {url_or_none}),
+            }))