Malayalam Speech-to-Text with Production Readiness

Covers all regional accents across Keralam

Click anywhere to start transcribing

Experience pulse speech to text

Malayalam Speech-to-Text with Production Readiness

Covers all regional accents across Keralam

Click anywhere to start transcribing

Experience pulse speech to text

Malayalam Speech-to-Text with Production Readiness

Covers all regional accents across Keralam

Click anywhere to start transcribing

Experience pulse speech to text

Malayalam Transcription Benchmarks

Malayalam Transcription Benchmarks

Malayalam Transcription Benchmarks

Model
FLEURS
Streaming
FLEURS
Batch
Smallest
7.3% WER
6.4% WER
Scribe v2
13.8% WER
12.1% WER
Deepgram
19.8% WER
17.4% WER
Whisper large v3
12.0% WER
10.6% 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

Malayalam language overview

About

Dravidian language of Kerala, India. Uses its own unique script. Known for complex consonant clusters and grammatical sophistication. Closely related to Tamil.

Speakers

38 million

Official language

Kerala, Lakshadweep (India), Puducherry

Accents

Central Kerala (Standard), Malabar, Palakkad, Sri Lankan Malayalam

Spoken language demographic

Kerala, India, Middle East, and Malayalam diaspora worldwide

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

What formats are supported?

Does Pulse handle Malayalam-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.