feat: add local Resemblyzer speaker recognition

MeetingAssistant/appsettings.json

@@ -120,8 +120,8 @@
       "MaxMatchCandidates": 100,
       "MatchIdentityActiveAge": "365.00:00:00",
       "MaxSnippetsPerSpeaker": 3,
-      "MinimumSampleSpeechDuration": "00:00:30",
-      "MaximumSampleSegmentGap": "00:00:01",
+      "MinimumSampleSpeechDuration": "00:00:10",
+      "MaximumSampleDuration": "00:01:00",
       "SilenceBetweenSnippetsSeconds": 1,
       "LiveSampleBufferDuration": "00:10:00",
       "MergeRecentIdentityAge": "14.00:00:00",
@@ -142,6 +142,26 @@
           "TokenEnv": "HF_TOKEN",
           "CommandTimeout": "01:00:00"
         }
+      },
+      "Resemblyzer": {
+        "Enabled": false,
+        "RequiredVectorsPerSpeaker": 5,
+        "MaxVectorsPerIdentity": 1000,
+        "OutlierPruningMinimumVectors": 20,
+        "OutlierPruningNeighborSimilarity": 0.75,
+        "OutlierPruningMinimumNeighbors": 3,
+        "OutlierPruningMinimumClusterRatio": 0.60,
+        "MinimumClusterCohesion": 0.75,
+        "MinimumIdentitySimilarity": 0.75,
+        "MinimumSimilarityMargin": 0.05,
+        "ModelId": "resemblyzer-0.1.4-pretrained",
+        "PackageVersion": "0.1.4",
+        "PythonCommand": "python",
+        "TorchVersion": "2.14.0+cpu",
+        "TorchIndexUrl": "https://download.pytorch.org/whl/cpu",
+        "WebRtcVadVersion": "2.0.14",
+        "RuntimeFolder": "%LOCALAPPDATA%\\MeetingAssistant\\Resemblyzer",
+        "CommandTimeout": "00:15:00"
       }
     },
     "Automation": {