TinySR / tinysr.js
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const B64_WEIGHTS = 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";
class TinySR {
constructor() {
const binary = atob(B64_WEIGHTS);
const bytes = new Uint8Array(binary.length);
for (let i = 0; i < binary.length; i++) bytes[i] = binary.charCodeAt(i);
this.weights = new Float32Array(bytes.buffer);
}
getLayer(name) {
const info = WEIGHTS_MAP[name];
return this.weights.subarray(info.offset, info.offset + info.length);
}
conv1d(input, weightName, biasName, groups = 1) {
const w = this.getLayer(weightName);
const b = this.getLayer(biasName);
const [outC, inC_per_group, kernelSize] = WEIGHTS_MAP[weightName].shape;
const T = input[0].length;
const padding = Math.floor(kernelSize / 2);
let output = Array.from({length: outC}, () => new Float32Array(T));
const out_per_group = outC / groups;
for (let g = 0; g < groups; g++) {
for (let oc = 0; oc < out_per_group; oc++) {
const outIdx = g * out_per_group + oc;
const bias = b[outIdx];
const outChannel = output[outIdx];
for (let t = 0; t < T; t++) outChannel[t] = bias;
for (let ic = 0; ic < inC_per_group; ic++) {
const inIdx = g * inC_per_group + ic;
const inputChannel = input[inIdx];
const weightOffset = (outIdx * inC_per_group + ic) * kernelSize;
for (let k = 0; k < kernelSize; k++) {
const w_val = w[weightOffset + k];
if (w_val === 0) continue;
const shift = k - padding;
const tStart = Math.max(0, -shift);
const tEnd = Math.min(T, T - shift);
for (let t = tStart; t < tEnd; t++) {
outChannel[t] += inputChannel[t + shift] * w_val;
}
}
}
}
}
return output;
}
upsample3x(input) {
const T = input.length;
const outT = T * 3;
let out = new Float32Array(outT);
for (let i = 0; i < outT; i++) {
let pos = i / 3;
let idx = Math.floor(pos);
let frac = pos - idx;
if (idx + 1 < T) {
out[i] = input[idx] * (1 - frac) + input[idx + 1] * frac;
} else {
out[i] = input[idx];
}
}
return [out];
}
// ASYNC Processing to prevent browser freezing!
async processAsync(audio16k, onProgress) {
let x = this.upsample3x(audio16k);
x = this.conv1d(x, 'input.weight', 'input.bias');
if (onProgress) await onProgress(0, 8); // Yield to update UI
for (let i = 0; i < 8; i++) {
let res = this.conv1d(x, `blocks.${i}.0.weight`, `blocks.${i}.0.bias`, 32);
res = this.conv1d(res, `blocks.${i}.1.weight`, `blocks.${i}.1.bias`);
// Fast In-Place ReLU + Residual Add
for (let c = 0; c < 32; c++) {
const xC = x[c];
const rC = res[c];
const T = xC.length;
for (let t = 0; t < T; t++) {
if (rC[t] > 0) xC[t] += rC[t];
}
}
if (onProgress) await onProgress(i + 1, 8); // Yield to update UI
}
x = this.conv1d(x, 'output.weight', 'output.bias');
return x[0];
}
}