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Sortformer Diarizer 4spk v1 model PR Part 4: Sortformer Documents and Notebook Tutorials #11707

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Sortformer Diarizer 4spk v1 model PR Part 4: Sortformer Documents and Notebook Tutorials #11707

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00a8a8d
Adding tutorial notebooks
tango4j Dec 21, 2024
e1ca460
Merge remote-tracking branch 'origin/main' into sortformer_docs
tango4j Dec 23, 2024
8d37f08
Adding tutorial notebooks
tango4j Dec 24, 2024
5fffca1
Adding images and fix errors
tango4j Dec 24, 2024
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12 changes: 6 additions & 6 deletions ...peaker_tasks/diarization/conf/post_processing/sortformer_diar_4spk-v1_callhome-part1.yaml
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Expand Up @@ -5,9 +5,9 @@
# These parameters were optimized on CallHome Dataset from the NIST SRE 2000 Disc8, especially from the part1 (callhome1) specified in: Kaldi, “Kaldi x-vector recipe v2,” https://github.com/kaldi-asr/kaldi/blob/master/egs/callhome_diarization/v2/run.sh
# Trial 24682 finished with value: 0.10257785779242055 and parameters: {'onset': 0.53, 'offset': 0.49, 'pad_onset': 0.23, 'pad_offset': 0.01, 'min_duration_on': 0.42, 'min_duration_off': 0.34}. Best is trial 24682 with value: 0.10257785779242055.
parameters:
onset: 0.53 # Onset threshold for detecting the beginning and end of a speech
offset: 0.49 # Offset threshold for detecting the end of a speech
pad_onset: 0.23 # Adding durations before each speech segment
pad_offset: 0.01 # Adding durations after each speech segment
min_duration_on: 0.42 # Threshold for small non-speech deletion
min_duration_off: 0.34 # Threshold for short speech segment deletion
onset: 0.53 # Onset threshold for detecting the beginning of a speech segment
offset: 0.49 # Offset threshold for detecting the end of a speech segment
pad_onset: 0.23 # Adds the specified duration at the beginning of each speech segment
pad_offset: 0.01 # Adds the specified duration at the end of each speech segment
min_duration_on: 0.42 # Removes short silences if the duration is less than the specified minimum duration
min_duration_off: 0.34 # Removes short speech segments if the duration is less than the specified minimum duration
12 changes: 6 additions & 6 deletions ...s/speaker_tasks/diarization/conf/post_processing/sortformer_diar_4spk-v1_dihard3-dev.yaml
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# These parameters were optimized on the development split of DIHARD3 dataset (See https://arxiv.org/pdf/2012.01477).
# Trial 732 finished with value: 0.12171946949255649 and parameters: {'onset': 0.64, 'offset': 0.74, 'pad_onset': 0.06, 'pad_offset': 0.0, 'min_duration_on': 0.1, 'min_duration_off': 0.15}. Best is trial 732 with value: 0.12171946949255649.
parameters:
onset: 0.64 # Onset threshold for detecting the beginning and end of a speech
offset: 0.74 # Offset threshold for detecting the end of a speech
pad_onset: 0.06 # Adding durations before each speech segment
pad_offset: 0.0 # Adding durations after each speech segment
min_duration_on: 0.1 # Threshold for small non-speech deletion
min_duration_off: 0.15 # Threshold for short speech segment deletion
onset: 0.64 # Onset threshold for detecting the beginning of a speech segment
offset: 0.74 # Offset threshold for detecting the end of a speech segment
pad_onset: 0.06 # Adds the specified duration at the beginning of each speech segment
pad_offset: 0.0 # Adds the specified duration at the end of each speech segment
min_duration_on: 0.1 # Removes short silences if the duration is less than the specified minimum duration
min_duration_off: 0.15 # Removes short speech segments if the duration is less than the specified minimum duration
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