Detailed Comparison
Beruniy vs Kotib AI vs Uzinfocomm vs Common Voice
See exactly how each Uzbek speech data provider performs across 12 critical benchmarks
Beruniy
Production-ready AI
Kotib AI
Uzbek language platform
Uzinfocomm
Government telco data
Common Voice
Crowdsourced data
Audio Fidelity (DNSMOS)
4.12+ (Studio)
2.85 (Phone)
3.10 (Mixed)
2.10 (Noisy)
Audio Resolution
44.1 / 48 kHz
16 kHz
22 / 32 kHz
16 kHz
Regional Dialects
10+ (Auto ML)
3-4 (Manual)
5-6 (Mixed)
General Only
Anti-Hallucination
Tech-Native
Human Review
N/A
N/A
Neural Diarization
Pyannote 3.1
Simple Split
Standard
Single Speaker
Script Standardization
100% Latin
~70% Latin
Mixed
<20% Latin
Data Recency
2024-2026
2021-2023
~2022
2021
Emotion Awareness
Auto-Emotion
N/A
N/A
N/A
Metadata Depth
Full JSON
Header Only
Basic Labels
Basic ID
Natural Flow (Slicing)
Word-Timestamp
Silence Trim
Standard Cuts
Random Trim
Code-Switching
Uz+Ru+En
Uz+Ru
Uzbek Only
Multi-lang
Transliteration
Real-time
Manual
N/A
N/A
Best-in-class
Partial support
Not available / Limited
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