Most Accurate Mandarin Speech-to-Text

Transcribe Mandarin audio with the industry's lowest word error rate

Click anywhere to start transcribing

Experience pulse speech to text

Most Accurate Mandarin Speech-to-Text

Transcribe Mandarin audio with the industry's lowest word error rate

Click anywhere to start transcribing

Experience pulse speech to text

Most Accurate Mandarin Speech-to-Text

Transcribe Mandarin audio with the industry's lowest word error rate

Click anywhere to start transcribing

Experience pulse speech to text

Mandarin Transcription Benchmarks

Mandarin Transcription Benchmarks

Mandarin Transcription Benchmarks

Model
FLEURS
Streaming
FLEURS
Batch
Smallest
6.2% WER
5.5% WER
Scribe v2
10.5% WER
9.2% WER
Deepgram
15.2% WER
13.4% WER
Whisper large v3
9.3% WER
8.2% WER

World’s Most Advanced Speech Intelligence

Go beyond text with automated speaker labeling, real-time sentiment analysis, and intelligent language identification for global production workloads.

World’s Most Advanced Speech Intelligence

Go beyond text with automated speaker labeling, real-time sentiment analysis, and intelligent language identification for global production workloads.

World’s Most Advanced Speech Intelligence

Go beyond text with automated speaker labeling, real-time sentiment analysis, and intelligent language identification for global production workloads.

Language overview

Mandarin language overview

About

Most widely spoken variety of Chinese and the official language of China, Taiwan, and Singapore. A tonal language using logographic characters with four tones that distinguish meaning.

Speakers

920 million

Official language

China, Taiwan, Singapore

Accents

Beijing (Standard), Cantonese-inflected, Shanghainese-inflected, Taiwanese Mandarin

Spoken language demographic

China, Taiwan, Singapore, and global Chinese diaspora

For Developers

Automate.Orchesrate. Dominate with code

Build real-time speech pipelines with Node and Python SDKs. Audio in, transcription out — no middleware, no complexity.

For Developers

Automate.Orchesrate. Dominate with code

Build real-time speech pipelines with Node and Python SDKs. Audio in, transcription out — no middleware, no complexity.

For Developers

Automate.Orchesrate. Dominate with code

Build real-time speech pipelines with Node and Python SDKs. Audio in, transcription out — no middleware, no complexity.

01const url = 'https://api.smallest.ai/waves/v1/pulse/get_text';02const options = {03 method: 'POST',04 headers: {05 Authorization: 'Bearer <BearerAuth>',06 'Content-Type': 'application/octet-stream'07 }08};09 10try {11 const response = await fetch(url, options);12 const data = await response.json();13 console.log(data);14} catch (error) {15 console.error(error);16}

Certified & Compliant

Guarding your data with enterprise security

Certified & Compliant

Guarding your data with enterprise security

Certified & Compliant

Guarding your data with enterprise security

Proactive Defense

Anticipating threats before they emerge, thanks to our advanced monitoring.

Proactive Defense

Anticipating threats before they emerge, thanks to our advanced monitoring.

Proactive Defense

Anticipating threats before they emerge, thanks to our advanced monitoring.

Frequently
asked questions

Does Pulse handle Cantonese and Mandarin dialects?

Does Pulse handle Cantonese -English code-switching?

What's the latency?

Is speaker diarization built in?

What makes Pulse different from Deepgram or AssemblyAI?

Can I use Pulse for real-time voice agents?

Languages

From your city to Timbuktu,
we hear you.

Languages

From your city to Timbuktu,
we hear you.