Comments (8)
@qmac--I think we should make Amazon Rekognition our highest priority for addition. The video features look amazing.
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Ahoi hoi folks,
here are some more ideas/suggestions. Spoiler: all auditory!
- remaining librosa features (beat/tempo)
- bregman toolkit (might need python 2 -> 3 conversion)
- essentia -> cool stuff like mood detection, segmentation and classification, integration with AcousticBrainz
- pyaudioanalysis -> feature extraction, segmentation, classification, pre-trained models included, speaker diarization, emotion recognition, etc.
- AudioSet -> (pre-trained) CNNs and huge data set
- aubio -> feature extraction
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https://github.com/abhishekbanthia/Public-APIs
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Amazon Rekognition - https://aws.amazon.com/rekognition/
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Pointer to new potentially interesting library tokenizers, although some tokenization options area will already be covered by the transformers wrapper.
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Library for co-reference resolution which works as pipeline extension for SpaCy: neuralcoref.
Finds expressions in text that refer to same entity and groups them in clusters.
At token level, can yield info of which reference cluster(s) (if any) the token expression is part of.
At document level, can be used to extract metrics such as number of entities named, and number of mentions per entity.
Potential use case: tracking mentions of characters along a narrative/dialogue.
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New pretty cool object recognition model trained with contrastive learning: https://github.com/google-research/simclr. Paper: https://arxiv.org/abs/2002.05709
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Auditory English Lexicon Project (auditory lexical norms): haven't taken a close look yet, but for future reference, paper here: https://doi.org/10.3758/s13428-020-01352-0, website with data here: https://inetapps.nus.edu.sg/aelp/
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Related Issues (20)
- bertLMExtractor post processing error HOT 1
- Shot detection not working
- add librosa F0 extractor
- args missing from MFCCEnergyExtractor docstring
- rename mel features
- naming mel features by frequency bands
- Unable to run examples HOT 11
- clarifai deprecation ; clarifai-grpc support ? HOT 6
- End-of-life for MicrosoftAPIFaceEmotionExtractor HOT 1
- MNT: Tests failing
- google-api-python-client updates HOT 1
- Switch to ReadTheDocs HOT 1
- Fix coveralls
- Allow for non-English transcription with Rev.AI HOT 4
- Remove Indico from examples HOT 2
- Document limits on Google Cloud requests ? HOT 1
- Implement FaceNet clustering extractor HOT 1
- adding PySceneDetect to plier HOT 5
- Upcoming Clarifai API change HOT 6
- Add Speaker diarization model HOT 5
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