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Datasets:
pauljunsukhan
/
throatmic_codered

Tasks:
Automatic Speech Recognition
Modalities:
Audio
Text
Formats:
parquet
Sub-tasks:
audio-intent-classification
Languages:
English
Size:
< 1K
Libraries:
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pandas
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The tourists now start a three-team one-day tournament, also including New Zealand A.
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The yeast extract will typically contain all the amino acids necessary for growth.
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The absence of the auditory ossicles would constitute a moderate-to-severe hearing loss.
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He was cremated at Kensal Green Cemetery, Kensal Green, west London.
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Most candidates for heart-lung transplants have life-threatening damage to both their heart and lungs.
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The network's decision was criticized by journalists and staff members.
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The original station was the usual Francis Thompson Italianate design.
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When this is diagonalized, the eigenvectors are chosen as the expansion coefficients.
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There are three colour combinations that are used on several flags in certain regions.
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He was the first story-teller to come in form of Audio Cassettes.
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"But William," he said, "they eat peas out of tins!
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Cypherpunks also participated, along with other experts, in several reports on cryptographic matters.
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In Blood of Olympus he decides to side with Gaia.
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In many myths, the word is used as the name of the Underworld.
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However, the duchies were not given to the Duke of Augustenborg.
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Most of the cargo, which included gold bullion, was later salvaged.
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The propeller was found in bushland at Revesby four days later.
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Test item writers are instructed to make their distractors plausible yet clearly incorrect.
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This is where the canine breed Molossoid, native to Greece, got its name.
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It is part of the Hattiesburg, Mississippi Metropolitan Statistical Area.
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It is a diastolic murmur which can be heard over the mid-precordium.
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Joss Whedon's feature film "Serenity" introduces the main characters with a long take.
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For example, the current rank of flight lieutenant would have been "air lieutenant".
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The badge depicts a windmill that is still present at the site.
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It is host to the archdiocese, the oldest in Portugal.
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During the same year he was named physician at the Allerheiligen Hospital in Breslau.
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The College had its fourth Principal, Alexander Keir, succeeding Frederick Joseph Morten.
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The next day, Hubbell and his family were all found dead.
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An interactive play fountain is found at the base of the hill.
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Originally from Lancashire, his previous position was Deputy Chief Constable of North Yorkshire Police.
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Maudslay published the first long-form description of Chichen Itza in his book, "Biologia Centrali-Americana".
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While the Mainalo is densely forested, the plains towards the northeast contain farmlands.
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Spade has its own water system that draws on the underlying Ogallala Aquifer.
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Ramsey is co-author of Teaching Music through Performance in Beginning Band.
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All tracks written and composed by Henry Priestman except where noted.
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Repeated integration by parts will often lead to an asymptotic expansion.
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Its mantle, tail and upperwing are grey-black, and the rest is white.
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Cobbett also closely observed drinking habits in the United States.
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These have been dynamic open texts, composed socially, over time.
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Various sampradayas emerged from these four, which are quite different from them.
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The basics of mining engineering includes finding, extracting, and preparing minerals, metals and coal.
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The symbol of the Weizmann Institute of Science is the multibranched "Ficus" tree.
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Above the helmet and the coronet there is the same raven with a ring.
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At that time the Junior and Senior High Schools were located in Gildford.
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They would be hired by President Norman Osborn to act as his bodyguards.
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The City provided a plaque with her name on a granite boulder.
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The recommended dosage was seven grains of ergotin a day.
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Researchers have put this lake as the third best bass fishing lake in America.
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This is an endurance style event based on cross country tracks.
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One was credited to John Ross Macdonald, the other simply to Ross Macdonald.
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He was commissioned as a colonel in the Georgia state militia.
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This incorporates a sculpture of the ship, half-submerged by the waves.
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Examples are in Buckingham Palace, the Louvre, Vienna and Dresden.
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Some accounts say one of the sisters was turned to stone instead.
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It is the only one of its style in Mexico.
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Marsh was also present at the audition as family support.
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Subsequently, he accused his allies of spying on him and working to harm Samoobrona.
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This was a government sponsored trip to seek out new 'runs' for stock.
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Thus, many deep-sea species grow in the comparatively shallow depths of the Sound.
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TransLink ticketing applies to all Queensland route and school services.
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After completing graduate studies he joined the faculty at Case School for Applied Sciences.
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Boot Robopon could not have their parts or software changed.
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A number of rich families commissioned churches and monasteries in the city.
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There has been substantial increase in the number of people living in this neighborhood.
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Carrickmore has the smallest townland in Ireland known as Old Church Yard.
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For his diverse and distinguished service, Dyson was awarded the Distinguished Service Medal.
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A handicap-access fishing area was also recently constructed at the Sutton Dam.
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Major General William H. C. Whiting, who commanded the Wilmington garrison, refused to cooperate.
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Primary neutrophilia can additionally be a result of Leukocyte adhesion deficiency.
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It has provided me with unbelievable experiences and has taught me many life lessons.
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In general, French frigates were more lightly built than their British equivalents.
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The park offers cave tours Thursday through Monday during the summer.
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The Wifi utility could be used as a crude sniffer.
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Nadroga is famous for its sunshine and white sandy beaches.
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The school is home to a number of musical ensembles.
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The team retains the right to a referral if its previous referrals were upheld.
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Over the following centuries, the area was then inhabited only by a few farmers.
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The following day, the system intensified into a tropical storm, which was named Calvin.
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Other officers serving on Royal Navy destroyers made similar observations about their ships.
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The younger man developed the property as an estate known as "Clermont".
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He was quoted celebrating the reduction in Albania's shared border with Serbia.
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The cost of such hazardous material disposal can be considerable.
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Notable examples are the sound produced by the vocal chords of mammals.
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The contemporary Turners' Company reflects many of the traditions of earlier days.
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Each had roughly an equal amount of footage in Siegel's final edit.
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The Pnakotic Manuscripts are noteworthy for being the first of Lovecraft's fictional arcane books.
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The third dates the mound back to very early Adena culture or before.
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Non-thermal effects in solids are still part of an ongoing debate.
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Many French soldiers, as well as those of other occupied countries, escaped to Britain.
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Vincent Gallo directed a video for every track on the record.
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He developed a hypothetical chronology that was later refuted by Henri Breuil.
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In addition there is a notable shortage of traffic police in mainland China.
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Nevertheless, many of these classic Viennese coffee houses still exist.
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Currently it can generate dots anywhere within a cubic metre.
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During his first three championships Sears did not lose a single set.
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Putnam also has a Risk parity strategy called the Putnam Total Return.
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The return to creditors is often higher than they would receive in bankruptcy.
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The word "Sabellic" was once applied to all such minor languages, Osco-Umbrian or not.
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He has coauthored a trilogy "Island Russia" with Sergey Lukyanenko.
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Such players must sit out the first six weeks of the regular season.
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Throat Microphone Dataset

Dataset Summary

A high-quality dataset of throat microphone (laryngophone) recordings specifically designed for fine-tuning Whisper and other speech recognition models. The dataset consists of carefully selected English sentences recorded using a throat microphone, which captures speech through vibrations in the throat rather than air-conducted sound.

Supported Tasks

This dataset is suitable for:

  • Automatic Speech Recognition (ASR)
  • Speech-to-Text
  • Voice Activity Detection
  • Throat Microphone Adaptation

Languages

The dataset contains English-language recordings only.

Dataset Structure

Data Instances

Each instance in the dataset contains:

  • audio: A dictionary containing the audio data:
    • bytes: The raw audio bytes
    • path: Path to the audio file
    • sampling_rate: 16000 (16kHz)
  • text: The transcription of the audio
  • duration: Length of the audio in seconds

Data Fields

  • audio: Audio file in WAV format (16kHz mono)
  • text: String containing the transcription
  • duration: Float value representing duration in seconds

Data Splits

The dataset is provided as a single training split.

Dataset Creation

Curation Rationale

This dataset was created to address the lack of high-quality throat microphone data for training speech recognition models. Throat microphones are particularly useful in noisy environments as they capture speech directly through throat vibrations.

Source Data

Initial Data Collection and Normalization

Sentences were carefully selected to ensure:

  • Complexity suitable for model training (12-25 words)
  • Proper grammar and punctuation
  • Mix of statement types
  • Natural language patterns
  • Varied vocabulary
  • Balanced phonetic content

Annotations

The annotations (transcriptions) are the original sentences used for recording, ensuring 100% accuracy.

Considerations for Using the Data

Social Impact of Dataset

This dataset can help improve speech recognition in:

  • High-noise environments
  • Military and emergency services communications
  • Industrial settings
  • Assistive technology for voice disorders

Discussion of Biases

The dataset:

  • Contains only English language
  • Uses standard English pronunciation
  • May not represent all accents or dialects
  • Recorded by a limited number of speakers

Other Known Limitations

  • Limited to throat microphone recordings
  • May not generalize well to regular microphone input
  • Fixed recording duration of approximately 10 seconds per utterance

Additional Information

Dataset Curators

This dataset was curated by Paul Han and contributors.

Licensing Information

This dataset is released under the MIT License.

Citation Information

If you use this dataset, please cite:

@misc{throatmic_dataset,
  title={Throat Microphone Dataset for Speech Recognition},
  author={Han, Paul},
  year={2024},
  publisher={Hugging Face},
  howpublished={\url{https://huggingface.co/datasets/pauljunsukhan/throatmic_codered}}
}

Contributions

Thanks to all contributors who helped create and maintain this dataset.

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Homepage:
GitHub Repository
Repository:
Hugging Face Repository
Paper:
N/A
Point of Contact:
Paul Han
Size of downloaded dataset files:
193 MB
Size of the auto-converted Parquet files:
193 MB
Number of rows:
604