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Aniemore
/
wav2vec2-bert-base-s-emotion-russian-resd

Audio Classification
Transformers
PyTorch
Safetensors
Russian
emotion-recognition
speech-emotion-recognition
audio
speech
russian
custom_code
Eval Results (legacy)
Model card Files Files and versions
xet
Community
2

Instructions to use Aniemore/wav2vec2-bert-base-s-emotion-russian-resd with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Aniemore/wav2vec2-bert-base-s-emotion-russian-resd with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("audio-classification", model="Aniemore/wav2vec2-bert-base-s-emotion-russian-resd", trust_remote_code=True)
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModelForAudioClassification
    model = AutoModelForAudioClassification.from_pretrained("Aniemore/wav2vec2-bert-base-s-emotion-russian-resd", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
wav2vec2-bert-base-s-emotion-russian-resd
3.95 GB
Ctrl+K
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  • 2 contributors
History: 13 commits
Ar4ikov's picture
Ar4ikov
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model (#2)
e96427a 2 months ago
  • assets
    Show weighted accuracy alongside macro-F1 2 months ago
  • .gitattributes
    1.48 kB
    initial commit over 3 years ago
  • README.md
    6.24 kB
    Add torchaudio, torchcodec and datasets ways to load the audio 2 months ago
  • audio_text_multimodal.py
    8.42 kB
    Update audio_text_multimodal.py over 3 years ago
  • config.json
    7.22 kB
    Update config.json over 3 years ago
  • model.safetensors
    1.97 GB
    xet
    Adding `safetensors` variant of this model (#2) 2 months ago
  • preprocessor_config.json
    256 Bytes
    Upload feature extractor over 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch._utils._rebuild_tensor_v2",
    • "torch.LongStorage",
    • "torch.FloatStorage",
    • "collections.OrderedDict"

    What is a pickle import?

    1.97 GB
    xet
    Upload Wav2Vec2BertForSequenceClassification over 3 years ago
  • special_tokens_map.json
    125 Bytes
    Upload tokenizer over 3 years ago
  • tokenizer.json
    3.57 MB
    Upload tokenizer over 3 years ago
  • tokenizer_config.json
    537 Bytes
    Upload tokenizer over 3 years ago
  • vocab.txt
    1.65 MB
    Upload tokenizer over 3 years ago