diff --git a/README.md b/README.md
index bcfb8b4..4616368 100644
--- a/README.md
+++ b/README.md
@@ -24,6 +24,16 @@ https://github.com/TejasQ/gen-subs/assets/9947422/bc8df523-b62a-4123-a62d-2df178
 - 🎧 **Multi-modal** - Supports both audio and video files and generates subtitles for each.
 - 📊 **Multi-model** - Choose from a variety of machine learning models ranging from 40MB to >2GB in size. The larger the model, the more accurate the subtitles, but smaller models are also quite capable.
 
+## Installation
+
+To install gen-subs globally, run the following command :
+
+```bash
+npm i -g gen-subs
+```
+
+It's also possible to install it on a per project basis by omitting the -g flag.
+
 ## Usage
 
 You can generate subtitles for any video using the following command:
diff --git a/actions/for.ts b/actions/for.ts
index 0408e0d..92bafea 100644
--- a/actions/for.ts
+++ b/actions/for.ts
@@ -1,4 +1,5 @@
 import { join } from "path";
+import path from "path";
 import { lstat, readdir, writeFile } from "fs/promises";
 import { mkdirp } from "mkdirp";
 import ora from "ora";
@@ -24,7 +25,7 @@ type Options = {
 };
 
 export async function forAction(relativeTarget: string, options: Options) {
-  const target = relativeTarget.startsWith('/') ? relativeTarget : join(process.cwd(), relativeTarget);
+  const target = path.resolve(relativeTarget);
   const { pathWithoutExtension, fileName } = splitFilePath(target);
   const format = (options.format ?? "srt").toLowerCase()
 
diff --git a/createTextFromAudioFile.ts b/createTextFromAudioFile.ts
index 09ca2b2..14ac2e1 100644
--- a/createTextFromAudioFile.ts
+++ b/createTextFromAudioFile.ts
@@ -62,6 +62,7 @@ export const createTextFromAudioFile = (
           results.push(result);
         }
       }
+	  results.push(recognizer.finalResult());
       spinner.clear();
       recognizer.free();
       model.free();
diff --git a/extractAudio.ts b/extractAudio.ts
index 3d8b60e..4316316 100644
--- a/extractAudio.ts
+++ b/extractAudio.ts
@@ -1,14 +1,15 @@
 import ffmpeg from "fluent-ffmpeg";
 import ffmpegInstaller from "@ffmpeg-installer/ffmpeg";
 import { join } from "path";
+import path from "path";
 import { workingDir } from "./util";
 
 ffmpeg.setFfmpegPath(ffmpegInstaller.path);
 
 export function extractAudio(filePath: string): Promise<string> {
   return new Promise((resolve, reject) => {
-    const fileName = filePath.split("/").pop() ?? "";
-    const fileNameWithoutExtension = fileName.split(".")[0];
+    const fileName = path.basename(filePath);
+	const fileNameWithoutExtension = path.basename(filePath , path.extname(fileName));
     const extractedAudioTarget = join(
       workingDir,
       "from-video",
diff --git a/package.json b/package.json
index d93f9d3..e9e0a54 100644
--- a/package.json
+++ b/package.json
@@ -37,10 +37,11 @@
     "inquirer": "^9.2.12",
     "mkdirp": "^3.0.1",
     "ora": "^7.0.1",
+    "rimraf": "^5.0.5",
     "subtitle": "^4.2.1",
+    "typescript": "^5.3.3",
     "vosk": "^0.3.39",
     "wav": "^1.0.2",
-    "rimraf": "^5.0.5",
     "yauzl": "^2.10.0"
   },
   "devDependencies": {
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 7cf820e..112b479 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -32,6 +32,9 @@ dependencies:
   subtitle:
     specifier: ^4.2.1
     version: 4.2.1
+  typescript:
+    specifier: ^5.3.3
+    version: 5.3.3
   vosk:
     specifier: ^0.3.39
     version: 0.3.39
@@ -69,7 +72,7 @@ devDependencies:
     version: 3.1.0
   tsup:
     specifier: ^8.0.0
-    version: 8.0.0
+    version: 8.0.0(typescript@5.3.3)
 
 packages:
 
@@ -1894,7 +1897,7 @@ packages:
   /tslib@2.6.2:
     resolution: {integrity: sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q==}
 
-  /tsup@8.0.0:
+  /tsup@8.0.0(typescript@5.3.3):
     resolution: {integrity: sha512-9rOGn8LsFn2iAg2pCB1jnH7ygVuGjlzIomjw0jKXUxAii3iL5cXgm0jZMPKfFH1bSAjQovJ1DUVPSw+oDuIu8A==}
     engines: {node: '>=18'}
     hasBin: true
@@ -1927,6 +1930,7 @@ packages:
       source-map: 0.8.0-beta.0
       sucrase: 3.34.0
       tree-kill: 1.2.2
+      typescript: 5.3.3
     transitivePeerDependencies:
       - supports-color
       - ts-node
@@ -1937,6 +1941,11 @@ packages:
     engines: {node: '>=10'}
     dev: false
 
+  /typescript@5.3.3:
+    resolution: {integrity: sha512-pXWcraxM0uxAS+tN0AG/BF2TyqmHO014Z070UsJ+pFvYuRSq8KH8DmWpnbXe0pEPDHXZV3FcAbJkijJ5oNEnWw==}
+    engines: {node: '>=14.17'}
+    hasBin: true
+
   /undici-types@5.26.5:
     resolution: {integrity: sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==}
 
diff --git a/processAudio.ts b/processAudio.ts
index 5f326df..9859ed7 100644
--- a/processAudio.ts
+++ b/processAudio.ts
@@ -1,13 +1,14 @@
 import ffmpeg from "fluent-ffmpeg";
 import ffmpegInstaller from "@ffmpeg-installer/ffmpeg";
 import { join } from "path";
+import path from "path";
 import { workingDir } from "./util";
 
 ffmpeg.setFfmpegPath(ffmpegInstaller.path);
 
 export function processAudio(inputPath: string): Promise<string> {
-  const fileName = inputPath.split("/").pop() ?? "";
-  const fileNameWithoutExtension = fileName.split(".")[0];
+  const fileName = path.basename(inputPath);
+  const fileNameWithoutExtension = path.basename(inputPath , path.extname(fileName));
   const outputPath = join(
     workingDir, "from-video", `${Date.now()}-${fileNameWithoutExtension}.wav`,
   );
diff --git a/splitFilePath.ts b/splitFilePath.ts
index 9c60c07..7fbfd15 100644
--- a/splitFilePath.ts
+++ b/splitFilePath.ts
@@ -1,6 +1,8 @@
+import path from "path";
+
 export function splitFilePath(filePath: string) {
   // Extract the base name (the last part of the path)
-  const baseName = filePath.split("/").pop();
+  const baseName = path.basename(filePath);;
 
   if (!baseName) throw new Error("Invalid file path");