native-messaging-espeak-ng VS NumPy

I'm just trying to use coqui-ai/TTS so I can stream speech synthesis output to the browser as I do with eSpeak NG https://github.com/guest271314/native-messaging-espeak-ng. I think the issue has been brought up before on GitHub. I have not read a solution. I am ready to try again if you can suggest a minimal build process.

You can use a Native Messaging host to run local code controlled from the browser. See native-messaging-deno for a general purpose and extensible solution and deno-server where Deno's serveTls is dynamically started to run a local application, stream stdout from the application to the browser, then stop the local server.

A single page Deno server can be found here https://github.com/guest271314/native-messaging-espeak-ng/blob/deno-server/local_server.js. I have used this source code // https://github.com/chcunningham/atomics-post-message/blob/main/server.js, renamed to server.msj modified to use Ecmascript Modules instead of CommonJS, e.g.,

I've already achieved the requirement multiple ways, already; from using Native Messaging https://github.com/guest271314/native-messaging-espeak-ng, to using GNU Core Utilities tail, to Deno.watchFs() https://github.com/guest271314/fs, et al., see captureSystemAudio. The one approach I have not yet achieved is compiling to Emscripten - with SSML support.

Create a self-signed certificate. If you are on Chromium or Chrome launch with --ignore-certificate-errors-spki-list=.... Read this https://github.com/GoogleChrome/samples/blob/gh-pages/webtransport/webtransport_server.py#L42-L72. This is how I use HTTPS for Deno and Node local servers and WebTransport https://github.com/guest271314/native-messaging-espeak-ng/tree/deno-server.

I use the source code for Deno's serveTls https://github.com/guest271314/native-messaging-espeak-ng/blob/deno-server/local_server.js and wrote a Web server module for QuickJS https://github.com/guest271314/webserver-c/tree/quickjs-webserver.

This https://github.com/guest271314/native-messaging-espeak-ng/tree/deno-server is what I do using Deno

I created https://github.com/guest271314/native-messaging-espeak-ng which provides a means to send text or SSML to the eSpeak NG speech synthesis engine and parse the generated WAV in the browser. That bypasses waiting around another N years for Google to prioritize Web Speech API, which I see no evidence of Google doing - except for its cloud service.

I merely read the article to see how the author was implementing "Text-to-Speech"; how they implemented "Text-to-Speech"; e.g., native-messaging-espeak-ng to overcome or avoid the multiple issues and limitations with using the specified Web Speech API in the browser.

In NumPy with @, dot() or matmul():

In NumPy with * or multiply(). ` or multiply()` can multiply 0D or more D arrays by element-wise multiplication.

Data science projects often use numpy. However, numpy objects are not JSON-serializable and therefore require conversion to standard python objects in order to be saved:

numpy: A library for scientific computing in Python

Python has become a preferred language for data analysis due to its simplicity and robust library ecosystem. Among these, NumPy stands out with its efficient handling of numerical data. Let’s say you’re working with numbers for large data sets—something Python’s native data structures may find challenging. That’s where NumPy arrays come into play, making numerical computations seamless and speedy.

I was looking at all the big projects like numpy, pytorch, flask, etc.

I wish the NumPy devs would more thoroughly consider adding full fluent API support, e.g. x.sqrt().ceil(). [Issue #24081]