Instructions to use Newton2676/STRIX_heavy_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Newton2676/STRIX_heavy_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="Newton2676/STRIX_heavy_model")# Load model directly from transformers import AutoFeatureExtractor, AutoModelForAudioClassification extractor = AutoFeatureExtractor.from_pretrained("Newton2676/STRIX_heavy_model") model = AutoModelForAudioClassification.from_pretrained("Newton2676/STRIX_heavy_model") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "ASTForAudioClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "dtype": "float32", | |
| "frequency_stride": 10, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "0", | |
| "1": "1", | |
| "10": "brushing_teeth", | |
| "11": "can_opening", | |
| "12": "car_horn", | |
| "13": "cat", | |
| "14": "chainsaw", | |
| "15": "chirping_birds", | |
| "16": "church_bells", | |
| "17": "clapping", | |
| "18": "clock_alarm", | |
| "19": "clock_tick", | |
| "2": "2", | |
| "20": "coughing", | |
| "21": "cow", | |
| "22": "crackling_fire", | |
| "23": "crickets", | |
| "24": "crow", | |
| "25": "crying_baby", | |
| "26": "dog", | |
| "27": "door_wood_creaks", | |
| "28": "door_wood_knock", | |
| "29": "drinking_sipping", | |
| "3": "3", | |
| "30": "engine", | |
| "31": "fireworks", | |
| "32": "footsteps", | |
| "33": "frog", | |
| "34": "glass_breaking", | |
| "35": "hand_saw", | |
| "36": "helicopter", | |
| "37": "hen", | |
| "38": "insects", | |
| "39": "keyboard_typing", | |
| "4": "4", | |
| "40": "laughing", | |
| "41": "membo_1", | |
| "42": "mouse_click", | |
| "43": "pig", | |
| "44": "pouring_water", | |
| "45": "rain", | |
| "46": "rooster", | |
| "47": "sea_waves", | |
| "48": "sheep", | |
| "49": "siren", | |
| "5": "5", | |
| "50": "sneezing", | |
| "51": "snoring", | |
| "52": "thunderstorm", | |
| "53": "toilet_flush", | |
| "54": "train", | |
| "55": "vacuum_cleaner", | |
| "56": "washing_machine", | |
| "57": "water_drops", | |
| "58": "wind", | |
| "6": "6", | |
| "7": "airplane", | |
| "8": "bebop_1", | |
| "9": "breathing" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "0": "0", | |
| "1": "1", | |
| "2": "2", | |
| "3": "3", | |
| "4": "4", | |
| "5": "5", | |
| "6": "6", | |
| "airplane": "7", | |
| "bebop_1": "8", | |
| "breathing": "9", | |
| "brushing_teeth": "10", | |
| "can_opening": "11", | |
| "car_horn": "12", | |
| "cat": "13", | |
| "chainsaw": "14", | |
| "chirping_birds": "15", | |
| "church_bells": "16", | |
| "clapping": "17", | |
| "clock_alarm": "18", | |
| "clock_tick": "19", | |
| "coughing": "20", | |
| "cow": "21", | |
| "crackling_fire": "22", | |
| "crickets": "23", | |
| "crow": "24", | |
| "crying_baby": "25", | |
| "dog": "26", | |
| "door_wood_creaks": "27", | |
| "door_wood_knock": "28", | |
| "drinking_sipping": "29", | |
| "engine": "30", | |
| "fireworks": "31", | |
| "footsteps": "32", | |
| "frog": "33", | |
| "glass_breaking": "34", | |
| "hand_saw": "35", | |
| "helicopter": "36", | |
| "hen": "37", | |
| "insects": "38", | |
| "keyboard_typing": "39", | |
| "laughing": "40", | |
| "membo_1": "41", | |
| "mouse_click": "42", | |
| "pig": "43", | |
| "pouring_water": "44", | |
| "rain": "45", | |
| "rooster": "46", | |
| "sea_waves": "47", | |
| "sheep": "48", | |
| "siren": "49", | |
| "sneezing": "50", | |
| "snoring": "51", | |
| "thunderstorm": "52", | |
| "toilet_flush": "53", | |
| "train": "54", | |
| "vacuum_cleaner": "55", | |
| "washing_machine": "56", | |
| "water_drops": "57", | |
| "wind": "58" | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_length": 1024, | |
| "model_type": "audio-spectrogram-transformer", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "num_mel_bins": 128, | |
| "patch_size": 16, | |
| "problem_type": "single_label_classification", | |
| "qkv_bias": true, | |
| "time_stride": 10, | |
| "transformers_version": "5.10.2", | |
| "use_cache": false | |
| } | |