AssemblyAI Overview
AssemblyAI is a leading artificial intelligence company that specializes in speech recognition. Their models can transcribe speech into text, identify speakers, and analyze sentiment, making them useful for tasks like video captioning, meeting transcripts, and customer sentiment analysis. AssemblyAI's models are more accurate than competitors, and their pricing is designed to scale with your needs.
What is AssemblyAI?
AssemblyAI is an AI company specializing in speech recognition, turning speech into text and analyzing content.
Try AssemblyAI no-code playground for free : assemblyai.com/playground
Image : Assemblyai Playground screenshot
What are the key features of AssemblyAI?
Speech-to-Text
- Async speech-to-text.
- Custom vocabulary.
- Multi-language support.
- Speaker diarization.
- Confidence scores.
- Auto punctuation and casing.
- Word timings.
- Profanity filtering.
- Filler words.
- Automatic language detection.
- Custom spelling.
Streaming Speech-to-Text
- ITN or formatting.
- Streaming transcription.
- Auto punctuation and casing.
- End of utterance detection.
- Custom vocabulary.
Speech Understanding
- Audio intelligence.
- LeMUR.
- Summarization.
- Sentiment analysis.
- Content moderation.
- PII redaction.
- Entity detection.
- Topic detection.
- Auto chapters.
- Key phrases.
- Summarize audio data.
- Extract and generate data.
Speech Recognition In Java Using @AssemblyAI | Convert Speech To Text (Source : Youtube Channel : AssemblyAI )
What's Assembly AI's edge over other models?
The key stats of assembly ai are:
- Trained on 12.5 million hours of training data.
- Outperforms APIs from Azure, AWS, and Google by 22% and is 3.5% more accurate than models like Whisper.
- Up to 30% fewer hallucinations compared to seq2seq models like Whisper.
- 71% better speaker count estimation and 14% better word timestamp estimation compared to prior models of assembly ai.
- It takes just 38 seconds for Assembly AI to process a 60-minute audio file.
Assembly AI Integrations
- LangChain
- Make
- Semantic Kernel
- Rivet
- Zapier
- Twilio
- AWS
- Community
- Cloudflare
- Recall
- Haystack
- LIamaIndex
What are the use cases of AssemblyAI?
Media and Entertainment
- Media Monitoring
- Content Creation
Business Intelligence
- Conversation Intelligence
- Market Research
Other Use Cases
- Customer Support
- Accessibility
- E-learning.
- Legal.
- Healthcare.
- Government.
- Security.
- Research.
- Human Resources.
- Finance.
- Real Estate.
What are the pros and cons of AssemblyAI?
Pros of AssemblyAI
- Easy to integrate.
- Always up-to-date.
- Pricing that scales.
- Accuracy.
- Scalability.
- Security.
- Versatility.
- Accessibility.
- 24/7 customer support.
Cons of AssemblyAI
- Cost.
- Limited customization.
- Potential biases.
AssemblyAI pricing
- AssemblyAI offers free, paid, and custom plans.
- The AssemblyAI pricing plans start at $0.12 per hour.
AssemblyAI FAQ's
Yes, AssemblyAI supports transcription in multiple languages.
Yes, AssemblyAI offers profanity filtering.
Yes, speaker diarization allows identifying individual speakers in a recording.
Yes, AssemblyAI offers features like sentiment analysis and summarization.
Yes, AssemblyAI integrates with various platforms like Zapier and Twilio.
It can be used for tasks like video captioning and creating transcripts of meetings or interviews.
AssemblyAI offers a free trial, with paid plans starting at $0.12 per hour.
Costs can increase with large data volumes, customization options might be limited, and there's potential for bias in transcriptions.
Yes, AssemblyAI provides 24/7 customer support.