RM to HTK Converter

Extract HTK speech research data from RealMedia recordings

Drop files here. 1 GB maximum file size or Sign Up
to
Facebook Amazon Microsoft Tesla Nestle Walmart L'Oreal

Audio Rescue

Save audio from obsolete RM format. HTK keeps your RealMedia content usable for speech recognition training.

Cloud Processing

HTK extraction from RM runs on our servers — no legacy software needed on your system.

Secure Pipeline

RM uploads are deleted after extraction. HTK output is purged from servers within 24 hours.

How to convert RM 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

RM (RealMedia) is a proprietary multimedia container format developed by RealNetworks beginning in 1997. The format was designed specifically for streaming media delivery over the internet, packaging RealVideo and RealAudio codecs into a container optimized for low-bandwidth playback. RM became one of the dominant streaming formats in the late 1990s and early 2000s, when RealPlayer was among the most widely installed media applications and RealNetworks pioneered the concept of buffered streaming video before broadband became widespread. The format uses constant bit rate encoding and a proprietary container structure that supports forward error correction, allowing reasonably smooth playback even over unreliable dial-up connections. RM files can contain multiple streams at different bit rates, enabling SureStream technology that adapts playback quality to available bandwidth in real time. The container supports metadata for title, author, and copyright information, and RealNetworks developed the RTSP and PNA streaming protocols alongside the format for efficient network delivery. Compression in RM was considered impressive for its era, delivering watchable video at bit rates as low as 20-30 kbps when competing approaches struggled. While RealMedia has been largely replaced by modern streaming technologies, RM files remain in archives from the early internet era, including news organizations, educational institutions, and media libraries that adopted RealMedia during its peak popularity.
Developer: RealNetworks
Initial release: 1997
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 RM to HTK?

HTK is designed for speech recognition training. Extract audio from dying RM format into a purpose-built alternative.

What uses HTK files?

Systems and applications built for speech recognition training accept HTK as their native audio input format.

Is HTK widely compatible?

HTK is a specialized format. SOX and dedicated tools handle it; general media players may not.

Will quality be sufficient?

HTK quality matches its intended purpose. Output depends on the quality of the RM source audio.

Can I batch convert?

Upload several RM files and extract HTK audio from each simultaneously for efficient processing.