diff --git a/youtube_dl/extractor/tvnoe.py b/youtube_dl/extractor/tvnoe.py
index 6c6ec8d1f..b5ddf8f39 100644
--- a/youtube_dl/extractor/tvnoe.py
+++ b/youtube_dl/extractor/tvnoe.py
@@ -4,15 +4,21 @@ from __future__ import unicode_literals
 from .common import InfoExtractor
 from ..utils import (
     clean_html,
+    url_or_none,
+    js_to_json,
+    try_get
+)
+from ..compat import (
+    compat_str
 )
 
 
 class TVNoeIE(InfoExtractor):
-    _VALID_URL = r'https?://(?:www\.)?tvnoe\.cz/porad/(?P<id>[-0-9a-z]+)'
+    _VALID_URL = r'https?://(?:www\.)?tvnoe\.cz/porad/(?P<id>[0-9]+).*'
     _TEST = {
         'url': 'https://www.tvnoe.cz/porad/26011-terra-santa-news-13-11-2019',
         'info_dict': {
-            'id': '26011-terra-santa-news-13-11-2019',
+            'id': '26011',
             'ext': 'mp4',
             'series': 'Terra Santa News',
             'title': '13. 11. 2019',
@@ -24,14 +30,12 @@ class TVNoeIE(InfoExtractor):
         webpage = self._download_webpage(url, video_id)
 
         formats = []
-        hls_url = self._search_regex(
-            r"\s*src:\s*\'(?P<url>https?://[^\']+playlist.m3u8)\',", webpage, 'm3u8', fatal=False)
-        if hls_url:
-            dash_url = self._search_regex(
-                r"\s*src:\s*\'(?P<url>https?://[^\']+manifest.mpd)\',", webpage, 'mpd', fatal=False)
-        else:
-            dash_url = self._search_regex(
-                r"\s*src:\s*\'(?P<url>https?://[^\']+manifest.mpd)\',", webpage, 'mpd')
+        json = self._search_regex(r'(?sm)var *INIT_PLAYER *= *(?P<json>[^;]+);', webpage, 'json')
+        player_data = self._parse_json(json, video_id, js_to_json)
+        hls_url = url_or_none(try_get(player_data,
+                                      lambda x: x['tracks']['HLS'][0]['src'], compat_str))
+        dash_url = url_or_none(try_get(player_data,
+                                       lambda x: x['tracks']['DASH'][0]['src'], compat_str))
 
         if dash_url:
             formats.extend(self._extract_mpd_formats(
@@ -45,10 +49,12 @@ class TVNoeIE(InfoExtractor):
                     hls_url, video_id, ext='mp4', m3u8_id='hls'))
 
         self._sort_formats(formats)
+
         title = clean_html(self._search_regex(
-            r"<h2>(?P<title>.*)<\/h2>", webpage, 'title'))
+            r'<h2>(?P<title>.+)<\/h2>', webpage, 'title', fatal=False))
         series = clean_html(self._search_regex(
-            r"<h1>(?P<series>.*)<\/h1>", webpage, 'series'))
+            r'<h1>(?P<series>.+)<\/h1>', webpage, 'series', fatal=False))
+
         return {
             'id': video_id,
             'title': title,