@huggingface/transformers/src/models/moonshine/feature_extraction_moonshine.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

import { FeatureExtractor, validate_audio_inputs } from '../../feature_extraction_utils.js';
import { Tensor } from '../../utils/tensor.js';

export class MoonshineFeatureExtractor extends FeatureExtractor {
    /**
     * Asynchronously extracts input values from a given audio using the provided configuration.
     * @param {Float32Array|Float64Array} audio The audio data as a Float32Array/Float64Array.
     * @returns {Promise<{ input_values: Tensor; }>} The extracted input values.
     */
    async _call(audio) {
        validate_audio_inputs(audio, 'MoonshineFeatureExtractor');

        if (audio instanceof Float64Array) {
            audio = new Float32Array(audio);
        }

        const shape = [1 /* batch_size */, audio.length /* num_samples */];
        return {
            input_values: new Tensor('float32', audio, shape),
        };
    }
}