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Automatic Language Detection with High Accuracy
This week, we launched major updates to our Automatic Language Detection (ALD) model, delivering industry-leading accuracy and expanded language support. AssemblyAI’s ALD now supports 17 languages in our Best Tier, including new additions like Chinese, Finnish, and Hindi. In recent tests, our model outperformed four leading competitors, achieving the highest accuracy in 15 out of 17 languages.
We’ve also introduced customizable confidence thresholds, allowing you to set minimum confidence levels for language detection. This feature lets you define your quality standards, receive alerts for detections below your threshold, and manage low-confidence cases to ensure consistent output quality.
Here’s how easy it is to implement ALD with just a few lines of code:
import assemblyai as aai
aai.settings.api_key = “ASSEMBLYAI_API_KEY”
audio_url = “https://github.com/AssemblyAI-Community/audio-examples/raw/main/20230607_me_canadian_wildfires.mp3”
config = aai.TranscriptionConfig(
language_detection = True,
language_confidence_threshold = 0.4
)
transcriber = aai.Transcriber(config=config)
transcript = transcriber.transcribe(audio_url)
Learn more in our ALD docs.
Fresh From Our Blog
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Our Trending YouTube Tutorials
Real-Time Medical Transcription Analysis Using AI – Python Tutorial: Discover how to analyse medical audio using AssemblyAI’s Real-Time Transcription and Claude 3.5 Sonnet via LeMUR.
Real-time Speech Recognition in 15 minutes with AssemblyAI: Learn how to do real-time speech recognition with AssemblyAI’s Streaming end point.Â
Build a Chatbot with Claude 3.5 Sonnet and Audio Data (in Python): Build an advanced chatbot using the Claude 3.5 Sonnet model and AssemblyAI’s Speech-to-Text API.Â
Source: Read MoreÂ