HTK to SOU Converter

Re-encode speech research HTK audio as SOU online

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Speech research to SOU

Convert academic HTK audio to SOU — 8-bit raw audio accessible on modern platforms and devices.

Browser-Based

Open your browser and convert — no software installation needed. Works on Chrome, Firefox, Safari, and Edge.

Cloud Processing

The HTK to SOU conversion runs entirely on our servers. No software installs or local processing needed.

How to convert HTK to SOU

1

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

2

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

3

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

About formats

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
SOU is a raw audio format designation that functions as an alias for unsigned 8-bit PCM data (u8) in the SoX audio processing framework. Files with the .sou extension contain headerless, uncompressed audio samples stored as unsigned 8-bit integers — each byte represents a single amplitude value from 0 to 255, with 128 as the silence midpoint. Because there is no header, playback parameters such as sample rate and channel count must be specified externally. The default assumption is typically mono at 8000 Hz, though the data can represent any rate the recording hardware supported. The u8 encoding that SOU aliases is one of the simplest possible digital audio representations, predating structured audio containers like WAV and AIFF. Raw unsigned PCM was commonly produced by early sound cards and digitizers in the late 1980s and early 1990s, when storage constraints and limited processing power made headerless formats a practical choice. One advantage is absolute simplicity: SOU files can be read by any program capable of basic file I/O, with no parsing of container structures or metadata decoding required — useful for embedded systems, hardware diagnostics, and educational contexts where audio fundamentals are being explored. The format's minimal overhead also means that conversion to any modern container is lossless and instantaneous, since the raw PCM samples can be wrapped in a WAV or AIFF header without any transcoding.
Developer: SoX Contributors
Initial release: 1991

Frequently Asked Questions

Why convert HTK to SOU?

HTK is limited to speech research tools. SOU provides 8-bit raw audio that works with standard media players and applications.

What applications open SOU files?

SOX and embedded systems can handle SOU files. Most are available as free downloads for major operating systems.

How is the SOU audio quality?

SOU provides good quality at standard settings. The output clarity depends on the original HTK recording quality.

How fast is the conversion?

HTK files are typically compact. The conversion to SOU completes in just a few seconds on our cloud servers.

Are my files kept private?

HTK uploads are removed right after processing. All SOU output files are cleaned from servers within 24 hours.

Can I convert multiple HTK files?

Yes. Upload several HTK files and convert them all to SOU in one session. Batch processing is supported.