Adobe Enhanced Speech

Last updated
Adobe Enhanced Speech
AdobeSpeechEnhancementScreenshot.png
URL podcast.adobe.com/enhance
RegistrationRequired
LaunchedDecember 2022 (2022-12)

Adobe Enhanced Speech is an online artificial intelligence software tool by Adobe that aims to significantly improve the quality of recorded speech that may be badly muffled, reverberated, full of artifacts, tinny, etc. and convert it to a studio-grade, professional level, regardless of the initial input's clarity. [1] Users may upload mp3 or wav files up to an hour long and a gigabyte in size to the site to convert them relatively quickly, then being free to listen to the converted version, toggle back-and-forth and alternate between it and the original as it plays, and download it.

Currently in beta and free to the public, it has been used in the restoration of old movies and the creation of professional-quality podcasts, narrations, etc. by those without sufficient microphones. [2] [3] [4]

Although the model still has some current limitations, such as not being compatible with singing and occasional issues with excessively muffled source audio resulting in a light lisp in the improved version, it is otherwise noted as incredibly effective and efficient in its purpose. Utilizing advanced machine learning algorithms to distinguish between speech and background sounds, it enhances the quality of the speech by filtering out the noise and artifacts, adjusting the pitch and volume levels, and normalizing the audio. This is accomplished by the network having been trained on a large dataset of speech samples from a diverse range of sources and then being fine-tuned to optimize the output. [2] [3]

Related Research Articles

<span class="mw-page-title-main">Adobe Photoshop</span> Raster graphics editing software

Adobe Photoshop is a raster graphics editor developed and published by Adobe Inc. for Windows and macOS. It was originally created in 1987 by Thomas and John Knoll. Since then, the software has become the most used tool for professional digital art, especially in raster graphics editing. The software's name is often colloquially used as a verb although Adobe discourages such use.

Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer, and can be implemented in software or hardware products. A text-to-speech (TTS) system converts normal language text into speech; other systems render symbolic linguistic representations like phonetic transcriptions into speech. The reverse process is speech recognition.

Speex is an audio compression codec specifically tuned for the reproduction of human speech and also a free software speech codec that may be used on voice over IP applications and podcasts. It is based on the code excited linear prediction speech coding algorithm. Its creators claim Speex to be free of any patent restrictions and it is licensed under the revised (3-clause) BSD license. It may be used with the Ogg container format or directly transmitted over UDP/RTP. It may also be used with the FLV container format.

<span class="mw-page-title-main">Digital audio workstation</span> Electronic device or application software used for recording, editing and producing audio files

A digital audio workstation is an electronic device or application software used for recording, editing and producing audio files. DAWs come in a wide variety of configurations from a single software program on a laptop, to an integrated stand-alone unit, all the way to a highly complex configuration of numerous components controlled by a central computer. Regardless of configuration, modern DAWs have a central interface that allows the user to alter and mix multiple recordings and tracks into a final produced piece.

<span class="mw-page-title-main">Adobe Audition</span> Digital audio workstation

Adobe Audition is a digital audio workstation developed by Adobe Inc. featuring both a multitrack, non-destructive mix/edit environment and a destructive-approach waveform editing view.

<span class="mw-page-title-main">Hearing aid</span> Electroacoustic device

A hearing aid is a device designed to improve hearing by making sound audible to a person with hearing loss. Hearing aids are classified as medical devices in most countries, and regulated by the respective regulations. Small audio amplifiers such as personal sound amplification products (PSAPs) or other plain sound reinforcing systems cannot be sold as "hearing aids".

A videophile is one who is concerned with achieving high-quality results in the recording and playback of movies, TV programs, etc.

iZotope, Inc. is an audio technology company based in Cambridge, Massachusetts, United States. iZotope develops professional audio software for audio recording, mixing, broadcast, sound design, and mastering which can be used in wide range of digital audio workstation (DAW) programs. In addition, iZotope creates and licenses audio DSP technology including noise reduction, sample rate conversion, dithering, time stretching, and audio enhancement to hardware and software companies in the consumer and pro audio industries.

<span class="mw-page-title-main">Total Recorder</span> Digital audio editing software

Total Recorder is digital audio editor software from High Criteria, Inc. which is able to record any sound coming through a computer soundcard. In addition to recording through a soundcard, Total Recorder is able to record digital sound directly through its virtual sound driver. This driver provides an advantage of recording audio reproduced by an external program directly in digital format, i.e. without digital-analog-digital conversions leading to loss of quality, and even in those cases when a computer soundcard has no loop-back line. Total Recorder is a shareware program. Evaluation version of Total Recorder is a fully functional version of the program, with the exception that an audible noise will be inserted about every 60 seconds.

<span class="mw-page-title-main">Diamond Cut Audio Restoration Tools</span> Digital audio editor

Diamond Cut Audio Restoration Tools is a set of digital audio editor tools from Diamond Cut Productions used for audio restoration, record restoration, sound restoration of gramophone records and other audio containing media.

Transcription software assists in the conversion of human speech into a text transcript. Audio or video files can be transcribed manually or automatically. Transcriptionists can replay a recording several times in a transcription editor and type what they hear. By using transcription hot keys, the manual transcription can be accelerated, the sound filtered, equalized or have the tempo adjusted when the clarity is not great. With speech recognition technology, transcriptionists can automatically convert recordings to text transcripts by opening recordings in a PC and uploading them to a cloud for automatic transcription, or transcribe recordings in real-time by using digital dictation. Depending on quality of recordings, machine generated transcripts may still need to be manually verified. The accuracy rate of the automatic transcription depends on several factors such as background noises, speakers' distance to the microphone, and accents.

<span class="mw-page-title-main">Image editing</span> Processes of altering images

Image editing encompasses the processes of altering images, whether they are digital photographs, traditional photo-chemical photographs, or illustrations. Traditional analog image editing is known as photo retouching, using tools such as an airbrush to modify photographs or editing illustrations with any traditional art medium. Graphic software programs, which can be broadly grouped into vector graphics editors, raster graphics editors, and 3D modelers, are the primary tools with which a user may manipulate, enhance, and transform images. Many image editing programs are also used to render or create computer art from scratch. The term "image editing" usually refers only to the editing of 2D images, not 3D ones.

WaveNet is a deep neural network for generating raw audio. It was created by researchers at London-based AI firm DeepMind. The technique, outlined in a paper in September 2016, is able to generate relatively realistic-sounding human-like voices by directly modelling waveforms using a neural network method trained with recordings of real speech. Tests with US English and Mandarin reportedly showed that the system outperforms Google's best existing text-to-speech (TTS) systems, although as of 2016 its text-to-speech synthesis still was less convincing than actual human speech. WaveNet's ability to generate raw waveforms means that it can model any kind of audio, including music.

<span class="mw-page-title-main">Luminar Neo</span> Photo editing app

Luminar Neo is a universal photo editing software application developed by Skylum available for Windows and macOS.

<span class="mw-page-title-main">Fotor</span> Photo editing software

Fotor is a multi-platform photo editing software. It was first launched in 2012 and was dubbed "Photoshop Lite" by the BBC.

Amazon Polly is a cloud service by Amazon Web Services, a subsidiary of Amazon.com, that converts text into spoken audio. It allows developers to create speech-enabled applications and products. It was launched in November 2016 and now includes 60 voices across 29 languages, some of which are Neural Text-to-Speech voices of higher quality. Users include Duolingo, a language education platform.

<span class="mw-page-title-main">Google Meet</span> Video-conferencing software developed by Google

Google Meet is a video communication service developed by Google. It is one of two apps that constitute the replacement for Google Hangouts, the other being Google Chat. It replaced the consumer-facing Google Duo on November 1, 2022, with the Duo mobile app being renamed Meet and the original Meet app set to be phased out.

ElevenLabs is a software company that specializes in developing natural-sounding speech synthesis and text-to-speech software, using artificial intelligence and deep learning.

<span class="mw-page-title-main">Krisp</span> US-based audio processing company

Krisp is an Armenian AI-based audio processing software company that offers real-time noise and voice suppression technology. The company was founded in 2017 in Yerevan, Armenia, by Davit Baghdasaryan and Artavazd Minasyan, and is based in Berkeley, California.

<span class="mw-page-title-main">Huawei FreeBuds</span> Wireless earbuds by Huawei

Huawei FreeBuds are wireless Bluetooth and NearLink earbuds. They were first announced and released on March 27, 2018, alongside Huawei P20 series. In addition to playing audio, the Huawei FreeBuds contains a microphone that filters out background noises as well as built-in accelerometers and optical sensors capable to detect taps and pinches and placement within the ear, which enables automatic pausing of audio when they are taken out of the ear.

References

  1. Pirklbauer, Jan; Sach, Marvin; Fluyt, Kristoff (2023). "Evaluation Metrics for Generative Speech Enhancement Methods: Issues and Perspectives". Speech Communication - 15th ITG Conference. VDE Verlag GMBH. doi:10.30420/456164052.
  2. 1 2 Malhotra, Tanya (2022-12-29). "Adobe Launches Enhanced Speech: A Free AI Tool to Remove Background Noise and Improve Sound Quality". MarkTechPost. Retrieved 2023-02-19.
  3. 1 2 "Adobe pre-launches Adobe Podcast with speech enhancer tool – and it's currently free". MusicTech. Retrieved 2023-02-19.
  4. "How will AI impact filmmakers and other creative professionals? - A PVC Roundtable Discussion by PVC News Staff - ProVideo Coalition". 2023-02-08. Retrieved 2023-02-19.