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Conformer2

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Meet Conformer-2: Advanced Speech Recognition Featuring Greater Accuracy and Faster Processing

3
#AI model#automatic speech recognition#Conformer-2#proper nouns#alphanumerics#noise resistance#English audio#performance improvement#Conformer-1#word error rate#latency
Type
Saas
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About Conformer2

Presenting Conformer-2, our newest AI model for automatic speech recognition. Trained on 1.1M hours of English audio data, it extends Conformer-1 with enhancements in proper nouns, alphanumerics, and noise robustness. Conformer-2 advances our original Conformer-1 release by boosting both model performance and speed. This update delivers a 31.7% improvement on alphanumerics, a 6.8% improvement on Proper Noun Error Rate, and a 12.0% improvement in robustness to noise. These gains result from expanding training data to 1.1M hours and employing more models for pseudo-labeling data. Conformer-1 set state-of-the-art performance with strong noise robustness, ideal for real-world audio conditions. Conformer-2 matches Conformer-1's word error rate while advancing user-oriented metrics. Since Conformer-1's release, our engineering team has reduced inference pipeline latency by up to 53.7%.

Key Features

31.7% improvement on alphanumerics
6.8% improvement on Proper Noun Error Rate
12.0% boost in noise robustness
Trained on 1.1M hours of English audio
Maintains word error rate parity with Conformer-1
Up to 53.7% reduction in latency
Enhanced performance in real-world audio conditions
Improved transcription accuracy
Increased number of models used for pseudo-labeling data
Developed by AssemblyAI

Best For

Podcasters: Enhance transcription accuracy for podcasts, especially with proper nouns and alphanumerics.Business professionals: Improve the transcription quality of business meetings and conferences with enhanced noise robustness.Media creators: Accurately transcribe video content, ensuring proper noun correctness and alphanumeric accuracy.Researchers: Transcribe interviews and focus group discussions with high accuracy, even in noisy environments.Customer service teams: Utilize accurate transcriptions for customer interactions, improving service quality and response time.Educational institutions: Provide precise transcriptions for online courses and lectures, accommodating proper nouns and complex alphanumerics.Journalists: Obtain reliable transcriptions of interviews and reports, maintaining the integrity of proper nouns.Healthcare providers: Accurately transcribe medical dictations and notes, supporting critical alphanumeric and proper noun recognition.Market researchers: Analyze consumer feedback and focus group recordings with high transcription accuracy in various environments.Software developers: Integrate advanced speech recognition into applications, delivering accurate transcriptions in real-time scenarios.

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