Audio Classification
Transformers
PyTorch
speech-classification
audio
chunkformer
speech-processing
age
dialect
emotion
gender
Instructions to use khanhld/chunkformer-gender-emotion-dialect-age-classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use khanhld/chunkformer-gender-emotion-dialect-age-classification with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="khanhld/chunkformer-gender-emotion-dialect-age-classification")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("khanhld/chunkformer-gender-emotion-dialect-age-classification", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "gender": { | |
| "0": "female", | |
| "1": "male" | |
| }, | |
| "dialect": { | |
| "0": "central dialect", | |
| "1": "highland central dialect", | |
| "2": "minority ethnic group dialect", | |
| "3": "northern dialect", | |
| "4": "southern dialect" | |
| }, | |
| "emotion": { | |
| "0": "angry", | |
| "1": "disgust", | |
| "2": "fear", | |
| "3": "happy", | |
| "4": "joyful", | |
| "5": "neutral", | |
| "6": "sad", | |
| "7": "tired" | |
| }, | |
| "age": { | |
| "0": "children", | |
| "1": "middle age", | |
| "2": "old", | |
| "3": "very old", | |
| "4": "young" | |
| } | |
| } |