ASR fixes
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23
src/ai.ts
23
src/ai.ts
@@ -11,8 +11,10 @@ export type AiOptions = LLMOptions & {
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binary: string;
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/** Model */
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model: WhisperModel;
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/** Working directory for models and temporary files */
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/** Path to models */
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path: string;
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/** Path to storage location for temporary files */
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temp?: string;
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}
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}
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@@ -27,7 +29,10 @@ export class Ai {
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constructor(public readonly options: AiOptions) {
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this.llm = new LLM(this, options);
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if(this.options.whisper?.binary) this.downloadAsrModel(this.options.whisper.model);
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if(this.options.whisper?.binary) {
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this.whisperModel = Path.join(<string>this.options.whisper?.path, this.options.whisper?.model + this.options.whisper?.model.endsWith('.bin') ? '' : '.bin');
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this.downloadAsrModel();
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}
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}
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/**
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@@ -39,10 +44,10 @@ export class Ai {
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async asr(path: string, model?: WhisperModel): Promise<string | null> {
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if(!this.options.whisper?.binary) throw new Error('Whisper not configured');
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if(!model) model = this.options.whisper.model;
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await this.downloadAsrModel(<string>model);
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const name = Math.random().toString(36).substring(2, 10) + '-' + path.split('/').pop();
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const output = Path.join(this.options.whisper.path || '/tmp', name);
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await $`rm -f /tmp/${name}.txt && ${this.options.whisper.binary} -nt -np -m ${this.whisperModel} -f ${path} -otxt -of ${output}`;
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await this.downloadAsrModel();
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const name = Math.random().toString(36).substring(2, 10) + '-' + path.split('/').pop() + '.txt';
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const output = Path.join(this.options.whisper.temp || '/tmp', name);
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await $`rm -f ${output} && ${this.options.whisper.binary} -nt -np -m ${this.whisperModel} -f ${path} -otxt -of ${output}`;
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return fs.readFile(output, 'utf-8').then(text => text?.trim() || null)
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.finally(() => fs.rm(output, {force: true}).catch(() => {}));
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}
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@@ -53,12 +58,12 @@ export class Ai {
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* @param {string} model Whisper model that will be downloaded
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* @return {Promise<void>} A promise that resolves once the model is downloaded and saved locally.
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*/
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async downloadAsrModel(model: string): Promise<void> {
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async downloadAsrModel(): Promise<void> {
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if(!this.options.whisper?.binary) throw new Error('Whisper not configured');
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this.whisperModel = Path.join(<string>this.options.whisper?.path, this.options.whisper?.model + '.bin');
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if(await fs.stat(this.whisperModel).then(() => true).catch(() => false)) return;
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const model = <string>this.whisperModel.split('/').at(-1);
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if(!!this.downloads[model]) return this.downloads[model];
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this.downloads[model] = fetch(`https://huggingface.co/ggerganov/whisper.cpp/resolve/main/${this.options.whisper?.model}.bin`)
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this.downloads[model] = fetch(`https://huggingface.co/ggerganov/whisper.cpp/resolve/main/${model}`)
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.then(resp => resp.arrayBuffer()).then(arr => Buffer.from(arr)).then(async buffer => {
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await fs.writeFile(this.whisperModel, buffer);
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delete this.downloads[model];
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