Update config.yaml

config.yaml

@@ -1,13 +1,20 @@
 pipeline:
   name: pyannote.audio.pipelines.SpeakerDiarization
   params:
-    segmentation: philschmid/pyannote-segmentation  # Segmentation model
-    segmentation_step: 0.1                   # Step size for segmentation (optional)
-    segmentation_batch_size: 32              # Batch size for segmentation (optional)
-    embedding: speechbrain/spkrec-ecapa-voxceleb   # Embedding model
-    embedding_exclude_overlap: True          # Exclude overlapping segments for embedding (optional)
-    embedding_batch_size: 32                 # Batch size for embedding (optional)
-    clustering: AgglomerativeClustering     # Clustering method
+    segmentation: philschmid/pyannote-segmentation
+    segmentation_step: 0.1
+    segmentation_batch_size: 32
+    # embedding: speechbrain/spkrec-ecapa-voxceleb@5c0be3875fda05e81f3c004ed8c7c06be308de1e
+    embedding: speechbrain/spkrec-ecapa-voxceleb
+    embedding_exclude_overlap: True
+    embedding_batch_size: 32
+    clustering: HiddenMarkovModelClustering
+
 params:
+  segmentation_onset: 0.58
   clustering:
-    threshold: 0.35                         # Clustering threshold 
+    covariance_type: diag
+    threshold: 0.35
+    single_cluster_detection:
+      quantile: 0.05
+      threshold: 1.15