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Create new task StreamingSpeakerDiarization #1544

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Commits on Oct 6, 2023

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Commits on Oct 10, 2023

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Commits on Oct 20, 2023

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Commits on Nov 15, 2023

  1. Copying the content of SpeakerDiarization task into StreamingSpeakerD…

    …iarization, adding latency as a parameter and using latency to shift the prediction and targets during training and validation steps
    Bilal-Rahou committed Nov 15, 2023
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Commits on Nov 30, 2023

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Commits on Jan 17, 2024

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Commits on Feb 8, 2024

  1. add latency_index parameter in inference.py to be able to use the Inf…

    …erence class with a multilatency model
    Bilal-Rahou committed Feb 8, 2024
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  4. remove the second version of multilatency model to keep only the last…

    … one and add back monolithic flag
    Bilal-Rahou committed Feb 8, 2024
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Commits on Mar 21, 2024

  1. make multilatency model more generic so that it can be use directly w…

    …ithout changing the inference
    Bilal-Rahou committed Mar 21, 2024
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Commits on Mar 25, 2024

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  2. change the MultilatencyPyanNet output structure from (num_latencies, …

    …batch_size, num_frames, num_classes) to (batch_size, num_frames, num_classes x num_latencies)
    Bilal-Rahou committed Mar 25, 2024
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  3. add a StreamingInference class that concatenate the end of chunks ins…

    …tead of aggregating them
    Bilal-Rahou committed Mar 25, 2024
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  5. add StreamingInference

    Bilal-Rahou committed Mar 25, 2024
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  7. SegmentationTaskMixin does not exist anymore, replace the heritage in…

    … MultilatencySpeakerDiarization
    Bilal-Rahou committed Mar 25, 2024
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Commits on Mar 27, 2024

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Commits on Mar 29, 2024

  1. add comments

    Bilal-Rahou committed Mar 29, 2024
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  2. add again the possibility to train a model with negative latency, and…

    … the validation DER is now calculated on the first latency (instead of the last)
    Bilal-Rahou committed Mar 29, 2024
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