muhammedAdnan3
commited on
Create README.md
Browse files
README.md
CHANGED
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
language:
|
4 |
+
- en
|
5 |
+
tags:
|
6 |
+
- code
|
7 |
+
pretty_name: AI MOD
|
8 |
+
size_categories:
|
9 |
+
- 1K<n<10K
|
10 |
+
---
|
11 |
+
Dataset Card for muhammedAdnan3/AIVoiceModels
|
12 |
+
Dataset Summary
|
13 |
+
muhammedAdnan3/AIVoiceModels is a collection of various AI-powered voice models designed for use in different applications. The dataset consists of models that simulate human-like voice interactions for use in virtual assistants, chatbots, voice-to-text systems, and other AI-driven audio applications.
|
14 |
+
|
15 |
+
Dataset Information
|
16 |
+
Creator: Muhammed Adnan
|
17 |
+
Dataset Version: 1.0
|
18 |
+
Last Updated: February 2025
|
19 |
+
License: [Insert License Name]
|
20 |
+
Categories: Voice Synthesis, AI, Speech Recognition, Natural Language Processing
|
21 |
+
Languages: Multiple (Including English, Malayalam, etc.)
|
22 |
+
Dataset Description
|
23 |
+
The dataset includes pre-trained AI voice models capable of converting text into speech in a variety of languages. These models are designed to be versatile, handling different tones, accents, and conversational styles. It can be used to integrate human-like voices into applications, create dynamic voice interactions, and enhance the user experience in AI-powered systems.
|
24 |
+
|
25 |
+
The dataset includes:
|
26 |
+
|
27 |
+
Various trained models for different speech synthesis tasks
|
28 |
+
Metadata describing the voice characteristics (tone, pitch, accent)
|
29 |
+
Samples of output audio files
|
30 |
+
Training and evaluation metrics
|
31 |
+
Intended Use
|
32 |
+
The dataset is primarily intended for developers and researchers working on applications involving AI-driven voice technology. Possible use cases include:
|
33 |
+
|
34 |
+
Building virtual assistants and chatbots
|
35 |
+
Integrating speech synthesis into software products
|
36 |
+
Enhancing accessibility features through voice interaction
|
37 |
+
Conducting research in speech synthesis, NLP, and human-computer interaction
|
38 |
+
Data Format
|
39 |
+
Model Type: [Insert Model Type, e.g., Deep Learning, RNN, GAN]
|
40 |
+
Data Type: Audio, Metadata
|
41 |
+
File Format: .mp3, .wav, .json
|
42 |
+
Size: [Insert Total Size]
|
43 |
+
Number of Models: [Insert Number of Models]
|
44 |
+
Sampling Rate: [Insert Rate]
|
45 |
+
Bit Depth: [Insert Depth]
|
46 |
+
Example
|
47 |
+
An example of a generated audio output from one of the models:
|
48 |
+
|
49 |
+
python
|
50 |
+
Copy
|
51 |
+
Edit
|
52 |
+
import
|
53 |
+
pyttsx3
|
54 |
+
|
55 |
+
engine = pyttsx3.init()
|
56 |
+
engine.say(
|
57 |
+
"Hello, welcome to AIVoiceModels!"
|
58 |
+
)
|
59 |
+
engine.runAndWait()
|
60 |
+
This code would generate an audio file with a natural-sounding voice saying, "Hello, welcome to AIVoiceModels!"
|
61 |
+
|
62 |
+
Performance
|
63 |
+
The models have been evaluated using common speech recognition benchmarks, with high accuracy in:
|
64 |
+
|
65 |
+
Naturalness of speech
|
66 |
+
Contextual relevance
|
67 |
+
Language fluency
|
68 |
+
Ethical Considerations
|
69 |
+
Users should be mindful of the ethical implications of using AI-generated voices, especially in areas like:
|
70 |
+
|
71 |
+
Deepfake detection
|
72 |
+
Consent in voice data usage
|
73 |
+
Potential for misuse in voice impersonation
|
74 |
+
How to Cite
|
75 |
+
If you use muhammedAdnan3/AIVoiceModels in your research or project, please cite the following:
|
76 |
+
|
77 |
+
Citation:
|
78 |
+
Acknowledgements
|
79 |
+
|
80 |
+
|
81 |
+
Usage and Contributions
|
82 |
+
For questions or suggestions, please contact
|
83 |
+
Contributions are welcome! Please submit issues and pull requests on the
|