V10 #12
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… cross-origin isolation requirement Skip Invalid WASM Paths: Only set custom WASM paths if they're explicitly configured and not the default /ort/ (which doesn't exist) Add Error Handling: Added try-catch blocks around ONNX initialization to provide cleaner error messages instead of cryptic WASM failures
…DN for ONNX Runtime
… cross-origin isolation
…ings for cross-origin isolation
…single-threaded execution for cross-origin isolation
…ilability and InferenceSession
….create availability
…ve error handling for module availability
…nt's flat config will exclude the local vendor files. Recreated .eslintignore (removed markdown fences) and ensured it contains: ort/ node_modules/ coverage/
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
…cal model override in index.html (since the file doesn't exist), and disabled the custom WASM paths to ensure compatibility with the CDN-loaded ONNX Runtime Web
…the model URL being used and the exact error during session creation. This should help identify if the issue is with the model file, the runtime version, or the loading process
…changes in README
…tput frequency and update state tensor assignment
Contributor
Summary of ChangesHello @cs-util, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request significantly enhances the application's speech-to-text capabilities by integrating local ONNX Runtime and Silero VAD models. It introduces robust audio processing and intelligent chunking mechanisms, allowing for more efficient and reliable transcription of large audio files. Additionally, it streamlines the development environment by updating ESLint configurations and providing a script for automated asset fetching, ensuring a smoother workflow for local model execution. Highlights
Using Gemini Code AssistThe full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips. Invoking Gemini You can request assistance from Gemini at any point by creating a comment using either
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Contributor
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Code Review
This pull request introduces significant new functionality for local speech-to-text (STT) processing using ONNX Runtime and Silero VAD. The changes include adding the necessary ORT assets, scripts to fetch them, and the core logic for audio decoding, voice activity detection, and chunked transcription. My review focuses on a critical issue with checking in large binary assets, a redundancy in the ESLint configuration, and a couple of improvements for development workflow and robustness. Overall, the addition of local STT is a great feature, but the handling of the ORT assets needs to be corrected before merging.
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| var ortWasmThreaded = (() => { | ||
| var _scriptName = import.meta.url; | ||
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| async function(moduleArg = {}) { | ||
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| var xc=[Ob,dc,qc,Wa,Xa,Ya,Za,$a,ab,bb,cb,db,eb,fb,gb,hb,sb,tb,Hb,Ib,Kb,Lb,Mb,Nb],Sa,Z=function(){function a(c,d){Z=c.exports;Z=Lc();ec.push(Z.Ra);mc=Z.Sa;Ha.unshift(Z.$);Ea=d;Ka();return Z}var b=va();O++;if(w.instantiateWasm)try{return w.instantiateWasm(b,a)}catch(c){I(`Module.instantiateWasm callback failed with error: ${c}`),x(c)}Na||=w.locateFile?Ma("ort-training-wasm-simd-threaded.wasm")?"ort-training-wasm-simd-threaded.wasm":w.locateFile?w.locateFile("ort-training-wasm-simd-threaded.wasm",F): | ||
| F+"ort-training-wasm-simd-threaded.wasm":(new URL("ort-training-wasm-simd-threaded.wasm",import.meta.url)).href;Ra(b,function(c){a(c.instance,c.module)}).catch(x);return{}}();w._OrtInit=(a,b)=>(w._OrtInit=Z.aa)(a,b);w._OrtGetLastError=(a,b)=>(w._OrtGetLastError=Z.ba)(a,b);w._OrtCreateSessionOptions=(a,b,c,d,g,h,k,p,y,v)=>(w._OrtCreateSessionOptions=Z.ca)(a,b,c,d,g,h,k,p,y,v);w._OrtAppendExecutionProvider=(a,b)=>(w._OrtAppendExecutionProvider=Z.da)(a,b); | ||
| w._OrtAddFreeDimensionOverride=(a,b,c)=>(w._OrtAddFreeDimensionOverride=Z.ea)(a,b,c);w._OrtAddSessionConfigEntry=(a,b,c)=>(w._OrtAddSessionConfigEntry=Z.fa)(a,b,c);w._OrtReleaseSessionOptions=a=>(w._OrtReleaseSessionOptions=Z.ga)(a);w._OrtCreateSession=(a,b,c)=>(w._OrtCreateSession=Z.ha)(a,b,c);w._OrtReleaseSession=a=>(w._OrtReleaseSession=Z.ia)(a);w._OrtGetInputOutputCount=(a,b,c)=>(w._OrtGetInputOutputCount=Z.ja)(a,b,c);w._OrtGetInputName=(a,b)=>(w._OrtGetInputName=Z.ka)(a,b); | ||
| w._OrtGetOutputName=(a,b)=>(w._OrtGetOutputName=Z.la)(a,b);w._OrtFree=a=>(w._OrtFree=Z.ma)(a);w._OrtCreateTensor=(a,b,c,d,g,h)=>(w._OrtCreateTensor=Z.na)(a,b,c,d,g,h);w._OrtGetTensorData=(a,b,c,d,g)=>(w._OrtGetTensorData=Z.oa)(a,b,c,d,g);w._OrtReleaseTensor=a=>(w._OrtReleaseTensor=Z.pa)(a);w._OrtCreateRunOptions=(a,b,c,d)=>(w._OrtCreateRunOptions=Z.qa)(a,b,c,d);w._OrtAddRunConfigEntry=(a,b,c)=>(w._OrtAddRunConfigEntry=Z.ra)(a,b,c);w._OrtReleaseRunOptions=a=>(w._OrtReleaseRunOptions=Z.sa)(a); | ||
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| w.___start_em_js=893394;w.___stop_em_js=893455;function Lc(){var a=Z;a=Object.assign({},a);var b=d=>()=>d()>>>0,c=d=>g=>d(g)>>>0;a.Oa=b(a.Oa);a.Pa=c(a.Pa);a.emscripten_main_runtime_thread_id=b(a.emscripten_main_runtime_thread_id);a.$a=c(a.$a);a.ab=b(a.ab);return a}w.stackSave=()=>$b();w.stackRestore=a=>cc(a);w.stackAlloc=a=>ac(a);w.UTF8ToString=Q;w.stringToUTF8=W;w.lengthBytesUTF8=tc;var Mc;P=function Nc(){Mc||Oc();Mc||(P=Nc)}; | ||
| function Oc(){0<O||(C?(ha(w),C||jc(Ha),startWorker(w)):(jc(Ga),0<O||Mc||(Mc=!0,w.calledRun=!0,Fa||(C||jc(Ha),ha(w),C||jc(Ia)))))}Oc();moduleRtn=ia; | ||
|
|
||
|
|
||
| return moduleRtn; | ||
| } | ||
| ); | ||
| })(); | ||
| export default ortWasmThreaded; | ||
| var isPthread = globalThis.self?.name === 'em-pthread'; | ||
| var isNode = typeof globalThis.process?.versions?.node == 'string'; | ||
| if (isNode) isPthread = (await import('worker_threads')).workerData === 'em-pthread'; | ||
|
|
||
| // When running as a pthread, construct a new instance on startup | ||
| isPthread && ortWasmThreaded(); |
Contributor
There was a problem hiding this comment.
Checking large, compiled third-party library files into the repository is strongly discouraged. It significantly increases the repository size, slows down cloning and other Git operations, and makes updating the dependency more difficult. This pull request correctly adds a scripts/fetch-onnx-dist.sh script to download these assets. The ort/ directory should be added to the project's .gitignore file, and developers should be instructed to run the fetch script as part of the project setup. Please remove the ort/ directory and its contents from this pull request.
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| const candidates = [ | ||
| 'https://esm.sh/onnxruntime-web@1.19.0', | ||
| 'https://cdn.jsdelivr.net/npm/onnxruntime-web@1.19.0/dist/ort.esm.js', | ||
| 'https://unpkg.com/onnxruntime-web@1.19.0/dist/ort.esm.js', | ||
| ]; |
Contributor
There was a problem hiding this comment.
The ensureOrt function attempts to load onnxruntime-web from various CDNs, but it doesn't prioritize the local copy in /ort/ that this PR is adding. The primary purpose of vendoring these assets is to use them for local development to ensure stability and avoid reliance on external networks. The code should be updated to first attempt loading from the local path defined in DEFAULT_ORT_WASM_PATH.
Suggested change
| const candidates = [ | |
| 'https://esm.sh/onnxruntime-web@1.19.0', | |
| 'https://cdn.jsdelivr.net/npm/onnxruntime-web@1.19.0/dist/ort.esm.js', | |
| 'https://unpkg.com/onnxruntime-web@1.19.0/dist/ort.esm.js', | |
| ]; | |
| const candidates = [ | |
| `${DEFAULT_ORT_WASM_PATH}ort.min.mjs`, | |
| 'https://esm.sh/onnxruntime-web@1.19.0', | |
| 'https://cdn.jsdelivr.net/npm/onnxruntime-web@1.19.0/dist/ort.esm.js', | |
| 'https://unpkg.com/onnxruntime-web@1.19.0/dist/ort.esm.js', | |
| ]; |
|
|
||
| # Use npm pack to download the package tarball | ||
| echo "Downloading npm package..." | ||
| npm pack "onnxruntime-web@$VERSION" >/dev/null 2>&1 |
Contributor
There was a problem hiding this comment.
The output of the npm pack command is redirected to /dev/null. While this keeps the script output clean, it also hides any warnings or errors from npm, which could be important for debugging if the package download fails. It's better to let npm write to the console and only redirect if the output is excessively verbose and known to be safe to ignore.
Suggested change
| npm pack "onnxruntime-web@$VERSION" >/dev/null 2>&1 | |
| npm pack "onnxruntime-web@$VERSION" |
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This pull request introduces support for local ONNX Runtime (ORT) and Silero VAD models in the development environment, and ensures these resources are properly ignored by tooling and configuration. It also adds the compiled ORT WASM module to the repository for local execution and configures the frontend to use these local resources by default unless overridden.
Development environment setup and configuration:
/ort/) and Silero VAD ONNX (/model/silero_vad.onnx) models inindex.html, allowing easy override for development without changing code..eslintignoreand ESLint configuration to ignore theort/,node_modules/, andcoverage/directories, preventing linting and analysis of large or generated files. [1] [2]Local ONNX Runtime support:
ort-training-wasm-simd-threaded.mjsmodule to theort/directory, enabling browser-based inference and training with ONNX models using WebAssembly and threading.