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diff --git a/README.md b/README.md
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+---
+license: cc-by-nc-4.0
+task_categories:
+- automatic-speech-recognition
+- audio-classification
+- text-to-speech
+language:
+- gu
+- kn
+- ml
+- mr
+- or
+- te
+tags:
+- indian-languages
+- gujarati
+- kannada
+- malayalam
+- marathi
+- odia
+- telugu
+- indic-languages
+- south-asian
+- multilingual
+- speech-data
+- asr
+- tts
+- crowdsourced
+- real-world-audio
+pretty_name: "Indian Languages Speech Dataset"
+size_categories:
+- 1K<n<10K
+---
+
+# 🇮🇳 Indian Languages Speech Dataset
+
+High-quality speech data covering **6 major Indian languages** with natural speaker diversity, real-world acoustic conditions, and demographic metadata.
+
+## 📊 Dataset Overview
+
+This dataset contains speech recordings from native speakers across 6 Indian languages that together represent over **300 million speakers**:
+
+- **Gujarati** (`gu`) - 56M speakers, primarily Gujarat
+- **Kannada** (`kn`) - 44M speakers, Karnataka
+- **Malayalam** (`ml`) - 38M speakers, Kerala
+- **Marathi** (`mr`) - 83M speakers, Maharashtra
+- **Odia** (`or`) - 38M speakers, Odisha  
+- **Telugu** (`te`) - 82M speakers, Andhra Pradesh & Telangana
+
+### Key Features
+
+✅ **Native speakers only** - All recordings from L1 speakers  
+✅ **Rich metadata** - Gender, age, ethnicity, occupation, location  
+✅ **Multiple speech types** - Free speech, keywords, monologues  
+✅ **Real-world audio** - Natural acoustic environments with background noise  
+✅ **Crowdsourced** - Collected from 2M+ contributors globally  
+✅ **Diverse demographics** - Age range 18-70+, balanced gender representation
+
+## 🎯 Use Cases
+
+- **ASR Training** - Train Indic language speech recognition models
+- **TTS Development** - Build text-to-speech systems for Indian languages
+- **Accent Research** - Study regional variations within each language
+- **Multilingual Models** - Cross-lingual transfer learning for Indic languages
+- **Language Identification** - Train language detection for South Asian languages
+- **Voice Biometrics** - Speaker recognition in Indic language contexts
+
+## 📁 Dataset Structure
+
+```
+indian-languages-speech/
+├── gujarati_india/
+│   ├── free_speech/
+│   ├── keywords/
+│   └── monologues/
+├── kannada_india/
+│   ├── free_speech/
+│   ├── keywords/
+│   └── monologues/
+├── malayalam_india/
+│   ├── free_speech/
+│   ├── keywords/
+│   └── monologues/
+├── marathi_india/
+│   ├── free_speech/
+│   ├── keywords/
+│   └── monologues/
+├── odia_india/
+│   ├── free_speech/
+│   ├── keywords/
+│   └── monologues/
+└── telugu_india/
+    ├── free_speech/
+    ├── keywords/
+    └── monologues/
+```
+
+### Speech Types
+
+- **free_speech**: Spontaneous, unscripted speech with natural disfluencies
+- **keywords**: Short utterances, commands, and keyword spotting
+- **monologues**: Extended speech, storytelling, and continuous utterances
+
+## 🔧 Loading the Dataset
+
+```python
+from datasets import load_dataset
+
+# Load all Indian languages
+dataset = load_dataset("SilencioNetwork/indian-languages-speech")
+
+# Load specific language
+gujarati = load_dataset("SilencioNetwork/indian-languages-speech", name="gujarati_india")
+
+# Load specific split
+free_speech = load_dataset("SilencioNetwork/indian-languages-speech", 
+                           name="gujarati_india", 
+                           split="free_speech")
+```
+
+## 📋 Metadata Fields
+
+Each audio sample includes:
+
+- `file_name` - Audio file identifier
+- `id` - Unique recording ID
+- `audio` - Audio data (sampling rate, waveform)
+- `gender` - Speaker gender
+- `ethnicity` - Speaker ethnicity
+- `occupation` - Speaker occupation
+- `country_code` - Country of recording
+- `birth_place` - Speaker's birthplace
+- `mother_tongue` - Speaker's native language
+- `dialect` - Regional dialect variant
+- `year_of_birth` - Speaker age information
+- `years_at_birth_place` - Time lived at birthplace
+- `languages_data` - Other languages spoken
+- `os` - Recording device OS
+- `device` - Device type (mobile, tablet, desktop)
+- `browser` - Browser used for recording
+- `duration` - Audio length in seconds
+- `emotions` - Emotional content labels
+- `language` - Recording language
+- `location` - Recording location type
+- `noise_sources` - Background noise description
+- `script_id` - Script identifier (for scripted speech)
+- `type_of_script` - Script category
+- `script` - Original script text (if applicable)
+- `transcript` - Speech transcription
+- `speaker_id` - Unique speaker identifier
+
+## 📈 Dataset Statistics
+
+- **Total Languages**: 6
+- **Total Speakers**: 1,000s of unique speakers
+- **Native Speaker Coverage**: 300M+ speakers represented
+- **Audio Duration**: 100s of hours across all languages
+- **Geographic Coverage**: Major Indian states (Gujarat, Karnataka, Kerala, Maharashtra, Odisha, Andhra Pradesh, Telangana)
+
+## 🌍 Language Coverage
+
+| Language | Code | Speakers | Primary Regions |
+|----------|------|----------|-----------------|
+| Gujarati | gu | 56M | Gujarat, Mumbai |
+| Kannada | kn | 44M | Karnataka |
+| Malayalam | ml | 38M | Kerala, Lakshadweep |
+| Marathi | mr | 83M | Maharashtra, Goa |
+| Odia | or | 38M | Odisha |
+| Telugu | te | 82M | Andhra Pradesh, Telangana |
+
+## ⚖️ License & Usage
+
+**License**: CC BY-NC 4.0 (Creative Commons Attribution-NonCommercial 4.0 International)
+
+✅ **Allowed**:
+- Research and academic use
+- Model training for non-commercial applications
+- Educational purposes
+- Personal projects
+
+❌ **Not Allowed**:
+- Commercial products or services
+- Selling or licensing the dataset
+- Commercial ASR/TTS systems without separate licensing
+
+For commercial licensing, contact: **sofia@silencioai.com**
+
+## 🏢 About Silencio
+
+Silencio is a voice AI data company providing scaled sourcing of real-world audio and speech data. With **2M+ contributors across 180+ countries**, we specialize in:
+
+- Diverse accent and dialect coverage
+- Real-world acoustic environments
+- Demographic and sociolinguistic metadata
+- On-demand data collection for underrepresented languages
+
+**Learn more**: [silencioai.com](https://silencioai.com)
+
+## 📚 Citation
+
+```bibtex
+@dataset{silencio_indian_languages_2026,
+  title={Indian Languages Speech Dataset},
+  author={Silencio Network},
+  year={2026},
+  publisher={HuggingFace},
+  url={https://huggingface.co/datasets/SilencioNetwork/indian-languages-speech}
+}
+```
+
+## 🤝 Contributing
+
+Found issues with the data? Have suggestions for improvement?  
+Contact us: **sofia@silencioai.com**
+
+---
+
+**Tags**: #IndianLanguages #Gujarati #Kannada #Malayalam #Marathi #Odia #Telugu #IndicLanguages #SpeechData #ASR #TTS #Multilingual #VoiceAI
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+"data/audio_5452784.wav",5452784,"male","Asian","Teacher","IN","India","Malayalam","Kerala - Kochi",1996,29,"[{""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""conversational"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",53.0,"{happy}","Malayalam","home","{people_talking}",59039,"free_speech","# നിങ്ങൾക്ക് പച്ചക്കറികൾ ഇഷ്ടമാണോ?","unknown","79455ee9-d2c1-5503-a8d6-27d0f6b1c67d"
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+"data/audio_5454367.wav",5454367,"male","Asian","Teacher","IN","India","Malayalam","Kerala - Kochi",1996,29,"[{""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""conversational"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",75.0,"{happy}","Malayalam","home","{people_talking}",59285,"free_speech","# നിങ്ങൾ ക്ലൗഡ് സ്റ്റോറേജ് ഉപയോഗിക്കുമോ?","unknown","79455ee9-d2c1-5503-a8d6-27d0f6b1c67d"
+"data/audio_5456029.wav",5456029,"male","Asian","Teacher","IN","India","Malayalam","Kerala - Kochi",1996,29,"[{""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""conversational"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",91.0,"{happy}","Malayalam","home","{people_talking}",59053,"free_speech","# നിങ്ങളുടെ പ്രിയപ്പെട്ട ഗായകൻ ആരാണ്?","unknown","79455ee9-d2c1-5503-a8d6-27d0f6b1c67d"
+"data/audio_5456900.wav",5456900,"male","Asian","Teacher","IN","India","Malayalam","Kerala - Kochi",1996,29,"[{""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""conversational"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",83.0,"{happy}","Malayalam","home","{people_talking}",59238,"free_speech","# വീട്ടിൽ നിന്ന് ജോലി ചെയ്യുന്നത് നിങ്ങൾക്ക് ഇഷ്ടമാണോ?","unknown","79455ee9-d2c1-5503-a8d6-27d0f6b1c67d"
+"data/audio_5465651.wav",5465651,"male","Asian","Teacher","IN","India","Malayalam","Kerala - Kochi",1996,29,"[{""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""conversational"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",38.0,"{happy}","Malayalam","home","{people_talking}",59233,"free_speech","# നിങ്ങൾ ഫീഡ്ബാക്ക് സ്വീകരിക്കാൻ തയ്യാറാണോ?","unknown","79455ee9-d2c1-5503-a8d6-27d0f6b1c67d"
+"data/audio_4084800.wav",4084800,"male","Asian","Supervisor","IN","India","Malayalam","Kerala - Kochi",2001,24,"[{""level"": ""native"", ""language"": ""Malayalam""}]","Linux","Mobile","Chrome",22.0,"{happy}","Malayalam","home","{silence}",59070,"free_speech","# നിങ്ങൾക്ക് യോഗ ചെയ്യാൻ അറിയാമോ?","unknown","0a59887a-6fcb-5338-b4fb-4584b4deeb45"
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+"data/audio_3315999.wav",3315999,"male","Asian","Student","IN","India","Malayalam","Kerala - Thiruvananthapuram",2003,22,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}]","Linux","Mobile","Chrome",73.0,"{anxious}","Malayalam","home","{nature}",59283,"free_speech","# സൈബർ സുരക്ഷയെക്കുറിച്ച് നിങ്ങൾക്ക് എന്തു അറിയാം?","unknown","c1110121-f0a5-5874-9d1b-019ac5107aa5"
+"data/audio_3050359.wav",3050359,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",131.0,"{relaxed}","Malayalam","home","{nature}",59247,"free_speech","# ഗുണനിലവാര നിയന്ത്രണം നിങ്ങൾക്ക് പ്രധാനമാണോ?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3050647.wav",3050647,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",31.0,"{relaxed}","Malayalam","home","{nature}",59137,"free_speech","# നിങ്ങൾ എന്തിൽ അഭിമാനിക്കുന്നു?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3051168.wav",3051168,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",47.0,"{relaxed}","Malayalam","home","{nature}",59284,"free_speech","# നിങ്ങൾ വീഡിയോ കോളുകൾ ഉപയോഗിക്കാറുണ്ടോ?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3051407.wav",3051407,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",35.0,"{relaxed}","Malayalam","home","{nature}",59296,"free_speech","# നിങ്ങൾക്ക് ഓൺലൈൻ ബാങ്കിംഗ് ഉപയോഗിക്കാറുണ്ടോ?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3051531.wav",3051531,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",38.0,"{relaxed}","Malayalam","home","{nature}",59254,"free_speech","# നിങ്ങൾ വിഭവങ്ങൾ എങ്ങനെ കൈകാര്യം ചെയ്യും?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3052125.wav",3052125,"male","Asian","Electrical Engineer","IN","India","Malayalam","Kerala - Kochi",2003,14,"[{""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""English""}, {""level"": ""conversational"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",49.0,"{relaxed}","Malayalam","home","{nature}",59080,"free_speech","# നിങ്ങൾ അവസാനമായി വായിച്ച പുസ്തകം ഏതാണ്?","unknown","22c63d4f-b099-5775-ab97-bf3bb2c9ae3e"
+"data/audio_3055364.wav",3055364,"male","Mixed Race","Data Scientist","IN","India","Malayalam","Kerala - Kochi",2001,24,"[{""level"": ""fluent"", ""language"": ""English""}, {""level"": ""native"", ""language"": ""Malayalam""}, {""level"": ""fluent"", ""language"": ""Hindi""}, {""level"": ""basic"", ""language"": ""Tamil""}]","Linux","Mobile","Chrome",35.0,"{focused,relaxed}","Malayalam","home","{nature,silence}",59049,"free_speech","# നിങ്ങൾക്ക് മ്യൂസിയങ്ങൾ സന്ദർശിക്കാൻ ഇഷ്ടമാണോ?","I like to visit museums, but I haven't visited any of them.  There is a snake park near my house, I have visited one or two of them.  When it comes to museums, people will definitely like it, because it is a place where history lies.  That's why I like to visit museums, because I like to know about history.  That's why if I get a chance in the future, I will definitely visit museums.","9df072ee-7fd0-5e62-8a4f-9722f885ed39"
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