VOX to HTK Converter

Convert Dialogic VOX to HTK speech research format

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Speech Research Ready

HTK is the foundation of speech recognition. Your VOX telephony recordings become training data for ML.

Telephony to Research

Bridge real-world call center audio and speech recognition research — valuable training data from Dialogic systems.

Online Conversion

No HTK toolkit installation needed. Convert VOX to HTK directly in the browser.

How to convert VOX to HTK

1

Select files from Computer, Google Drive, Dropbox, URL or by dragging it on the page.

2

Choose htk or any other format you need as a result (more than 200 formats supported)

3

Let the file convert and you can download your htk file right afterwards

About formats

VOX is a headerless audio format built around Dialogic ADPCM encoding, widely adopted in telephony, interactive voice response (IVR) systems, and voice mail platforms since the 1980s. Each audio sample is compressed into 4 bits using an algorithm developed by Oki Electric and implemented in hardware on Dialogic Corporation's telephony interface cards. VOX files typically use a sampling rate of 6000 or 8000 Hz, producing extremely compact recordings optimized for speech intelligibility rather than musical fidelity. Because the format carries no header, playback software must know the sample rate and encoding parameters in advance — a trade-off that reduces overhead but demands careful file management. The primary advantage of VOX is storage efficiency: a one-minute voice recording at 8 kHz occupies roughly 240 KB, making it practical for systems storing thousands of prompts. Dialogic ADPCM conforms to the ITU-T G.726 standard, ensuring interoperability across telephony equipment from different vendors. Even as modern call centers migrate to IP-based systems with codecs like Opus, vast libraries of VOX recordings persist in legacy IVR deployments and compliance archives worldwide.
Initial release: 1983
HTK is the native waveform container for the Hidden Markov Model Toolkit, a software suite developed at Cambridge University's Engineering Department for speech recognition research. First distributed in 1993, HTK rapidly became a reference platform in computational linguistics labs worldwide, and its file format followed suit. Each file stores a sequence of parameter vectors or raw samples prefixed by a 12-byte header specifying the number of frames, the frame period in 100 ns units, the byte count per frame, and a type code indicating the data kind — options range from waveform PCM to Mel-frequency cepstral coefficients and filter-bank energies. This versatility lets a single container carry both source audio and extracted features without changing parsers. The deliberately minimal header avoids alignment padding or optional chunks, making the format trivial to read from C, Python, or MATLAB with a few lines of binary I/O. Three advantages underpin HTK's lasting relevance: tight integration with the HTK training and recognition pipeline, deterministic byte layout that eliminates parser ambiguity, and widespread adoption in academic corpora.
Initial release: 1993

Frequently Asked Questions

Why convert VOX to HTK?

HTK is the standard format for speech recognition training data. Converting VOX feeds telephony voice recordings into ML research pipelines.

What can open HTK files?

The HTK toolkit and SoX read HTK files. Custom speech recognition frameworks also support it.

Is this conversion useful for AI training?

Yes — telephony recordings in HTK format can train speech recognition models on real-world voice data.

Can regular players open HTK?

No. HTK is a research format, not a playback format. Use SoX to convert to WAV for listening.

Is HTK still relevant?

HTK remains foundational in speech research education. Many modern systems trace their roots to HTK concepts.