Model: greenarcade/wav2vec2-vd-bird-sound-classification
Author: greenarcade
Pipeline: audio-classification
Library: transformers
Tags: transformers, safetensors, wav2vec2, audio-classification, biology, birds, conservation, en, dataset:greenarcade/wav2vec2-vd-bird-sound-classification-dataset, arxiv:1910.09700, base_model:facebook/wav2vec2-base, base_model:finetune:facebook/wav2vec2-base, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: facebook/wav2vec2-base
Card metadata: license: mit
language: en
base_model: facebook/wav2vec2-base
pipeline_tag: audio-classification
tags: audio-classification, biology, birds, conservation
datasets: greenarcade/wav2vec2-vd-bird-sound-classification-dataset
library_name: transformers
model-index: name: wav2vec2-vd-bird-sound-classification
results: task: type: image-classification
dataset: name: Custom Bird Dataset
type: image-classification
metrics: name: Accuracy
type: accuracy
value: 91.11
verified: no, name: F1 Score
type: f1
value: 89.41
verified: no, name: Inference Speed (sec)
type: inference_time
value: 0.476
verified: no, name: Error Rate
type: error_rate
value: 8.89
verified: no, name: Average ROC AUC
type: roc_auc
value: 98.2
verified: no, name: Average Precision
type: avg_precision
value: 93.63
verified: no
source: name: Custom Evaluation
url: https://huggingface.co/greeenboi/wav2vec2-vd-bird-sound-classification
Likes: 1 | All-time downloads: 452
Created: 2025-04-07 11:19:24