ElevenLabs

Last updated

ElevenLabs Inc.
Company typePrivate company
Industry Artificial intelligence
Founded2022
Founders
  • Piotr Dąbkowski (CTO)
  • Mati Staniszewski (CEO)
HeadquartersNew York City, United States
Website elevenlabs.io

ElevenLabs is a software company that specializes in developing natural-sounding speech synthesis software using deep learning.

Contents

It has been recognized as one of the major companies behind the ongoing AI boom. [1]

History

ElevenLabs was co-founded in 2022 by Piotr Dąbkowski, an ex-Google machine learning engineer and Mati Staniszewski, an ex-Palantir deployment strategist. [2] Both were raised in Poland, and their inspiration for founding ElevenLabs reportedly came from watching inadequately dubbed American films. [3] [4]

Dąbkowski and Staniszewski initially considered different funding options, including the possibility of collaborating with a startup accelerator. In January 2023 they revealed having secured a $2 million pre-seed round. The startup's specialization in AI voice intelligence, a still-emerging field in Europe, played a significant role in attracting investors. The pre-seed funding was primarily led by Credo Ventures, and joined by Concept Ventures. [5]

In January 2023, ElevenLabs publicly released its beta platform. [6]

In June 2023, ElevenLabs raised a $19 million Series A funding round at a valuation of about $100 million, [7] [8] despite the company having no office and only 15 employees. [4] [8] The funding round was co-led by the venture capital firm Andreessen Horowitz, former GitHub CEO Nat Friedman, and entrepreneur Daniel Gross. It also saw participation from prominent individuals such as SV Angel, Mike Krieger (co-founder of Instagram), Brendan Iribe (co-founder of Oculus), Mustafa Suleyman (co-founder of Deepmind), and Tim O'Reilly (founder of O'Reilly Media). It was also announced that Andreessen Horowitz would be joining ElevenLabs' board. [3]

On January 22, 2024, ElevenLabs raised an additional $80 million in Series B funding raising the total valuation of the company to $1.1 billion. The funding round was led by Andreessen Horowitz, Friedman, Gross, and Sequoia Capital. Additionally, the company announced a series of new products, including their Voice Marketplace, AI Dubbing Studio, and mobile app. [9]

Products

ElevenLabs is primarily known for its browser-based, AI-assisted text-to-speech software, Speech Synthesis, which can produce lifelike speech by synthesizing vocal emotion and intonation. [10] The company states that its models are trained to interpret the context in the text, and adjust the intonation and pacing accordingly. [11] It uses advanced algorithms to analyze the contextual aspects of text, aiming to detect emotions like anger, sadness, happiness, or alarm, which enables the system to understand the user's sentiment, [12] resulting in achieving a more realistic and human-like inflection. The startup is in the process of patenting this technology. [5] On its beta site, users can submit text and generate audio files from a selection of default voices. Paying users are given the ability to upload custom voice samples to create new vocal styles using the company's voice cloning tool. [13]

Voice Library is the company's feature for sharing unique voice profiles created using their Voice Design technology. These pre-designed voice profiles allow users to select a voice that best suits their needs, rather than creating one from scratch. [14] There are now more than 1,000 community-created voices in the library. Another tool called VoiceLab allows users to clone voices from just a few short snippets of audio and can create entirely new synthetic voices. [3]

On 20 June 2023, ElevenLabs released an AI recognition tool called the AI Speech Classifier, which it claims is the first of its kind. [3] The tool is accessible through an API and designed to determine if an uploaded audio sample originates from ElevenLabs' proprietary AI technology. [4] The company has expressed its intention to collaborate with other AI developers in creating a universal detection system that could be adopted industry-wide. [15]

In July 2023, ElevenLabs announced "Projects", a tool for creating long-form spoken content such as audiobooks and dialogue segments with contextually-aware synthetic or custom voices. [4] [16] The tool was released in September. In August, ElevenLabs expanded its voice generation capabilities to 28 languages. Using an in-house AI model, it automatically detects languages like Korean, Dutch, and Vietnamese, allowing for "emotionally rich" multilingual speech generation. The company also announced that its technology had officially exited its beta phase. [17] [18]

In October 2023, ElevenLabs presented "AI Dubbing," a tool that is able to translate speech into more than 20 languages. The feature is capable of preserving the speaker's original voice, emotions, and intonation, by employing proprietary methods to handle tasks like noise removal, speaker differentiation, transcription, and synchronization of translated speech with the original audio. [19]

In May 2024, ElevenLabs launched a text-to-music model. [20] In June 2024, ElevenLabs released the ElevenLabs Reader App on iOS and Android which allows users to listen to articles, PDFs, and ePubs with AI Voices on their phone. [21] In July 2024, ElevenLabs released "Voice Isolator" which removes background noise from audio. [22]

Uses

ElevenLabs' use cases span a range of sectors.

Content creators have used ElevenLabs for podcasts, narration, and comedy shows. [23] [24] [25] In March 2023, comedian Drew Carey used ElevenLabs' voice cloning tool to recreate his voice for an episode of his radio show, Friday Night Freakout. [11] In April 2023, Polish TV and radio presenter Jaroslaw Kuzniar used a synthesized version of his voice to deliver a series of podcasts on the Russian invasion of Ukraine. [26] Seth Godin has also used ElevenLabs to narrate his AI-focused podcast. [3]

Tim Green, former NFL player and author, utilizes ElevenLabs' AI voice cloning technology for his podcast, "Tim Green's Nothing Left Unsaid." [27] Diagnosed with a slow-progressing form of amyotrophic lateral sclerosis, Green's ability to communicate verbally has been affected. The AI technology allows him to host and engage in deep conversations with various guests by using a cloned version of his voice from earlier recordings. This innovative use of ElevenLabs' technology enables Green to continue contributing to important discussions despite his condition.

In March 2023, Super-Hi-Fi, a streaming automation service, partnered with ElevenLabs to launch a fully automated radio service called "AI Radio", using ElevenLabs' software to voice its virtual DJ from prompts generated with ChatGPT. [28] ElevenLabs has also been employed for narrating games and voicing game characters in partnerships with Swedish game developer Paradox Interactive and the United Kingdom-based Magicave. [3] [29]

Publishers and authors have used ElevenLabs to narrate audiobooks and newsletters. [5] [30] On 13 June 2023, Storytel announced an exclusive partnership with ElevenLabs. Through this collaboration, ElevenLabs will create voices tailored specifically to Storytel's core markets and to produce AI-narrated audiobooks. A voice-changing feature called VoiceSwitcher was implemented to enhance personalization for users, providing unique listening experiences customized for each individual. [31] [32]

ElevenLabs has been used to generate audio for dubbing videos in different languages, including by content creators. [5] [8] The platform has the capability to accurately replicate almost any accent in any language. [33] Celebrity fans have used ElevenLabs to create inspirational messages using the voices of their favorite celebrities. [34]

In February, VICE reporter Joseph Cox published findings that he had recorded five minutes of himself talking and then used ElevenLabs to create voice deepfakes that defeated a bank's voice-authentication system. [35]

In July, U.S. Representative Jennifer Wexton used ElevenLabs to create a replica of her voice after losing hers to Parkinson’s Disease-like Progressive Supranuclear Palsy (PSP). [36]

ElevenLabs sets explicit guidelines regarding the use of its technology, forbidding the cloning of voices for abusive purposes such as fraud, discrimination, hate speech, or online abuse, although it does support the use of its platform for “caricature, parody and satire” and “artistic and political speech contributing to public debates." The company asserts its authority to suspend the accounts and content of users found in violation of these guidelines, and it also highlights its commitment to cooperate with authorities and report any illegal activities in accordance with applicable laws. [3] In January, the company admitted that its platform has been used for “voice cloning misuse cases” [37] and toughened its safeguards against vexatious use of its technology. [38]

In January 2024, bus operator Stagecoach East Midlands introduced new next stop announcements in their Grimsby and Skegness bus fleet using the Elevenlabs George and Lily voices, replacing the existing Amazon Polly Amy text to speech voice.

Reception

Following its launch in January 2023, ElevenLabs gained rapid momentum and was commended for its voice output quality, fast generation times, and a "generous free tier". It has also been praised for its ability to accurately pronounce names with unique or uncommon pronunciations, addressing a common shortcoming in similar tools that often cater primarily to Western names. [39] The company reached over one million registered users between its launch and June 2023. [3] [4] [40]

Criticism and controversy

ElevenLabs was criticized after users were able to abuse its software to generate controversial statements in the vocal style of celebrities, public officials, and other famous individuals, [41] [42] [43] [44] [38] particularly attracting attention after users on 4chan used the tool to share hateful messages. [45] [15] The software's ability to closely replicate real voices has raised ethical concerns, with critics likening it to deepfaking. [46] In response, the company said it would work on mitigating potential abuse through safeguards and identity verification. [6] The company has subsequently limited access to its voice cloning feature to paid subscribers, [47] citing the requirement to provide payment information as means for improving accountability, [48] and has implemented bans on users who repeatedly violate the terms of service.

In the leadup to the January 2024 New Hampshire democratic primary, AI-generated robocalls purportedly from Joe Biden encouraging voters to skip voting on the day of the primary were sent to thousands of residents. The New Hampshire attorney general's office launched an investigation into the incident and linked it to a company based in Texas, with audio experts concluding the call was made using ElevenLabs. In response to the incident, CEO Mati Staniszewski stated that the company was “dedicated to preventing the misuse of audio AI tools” but provided no comment on specific incidents. [49]

Additional concerns have been raised over the ethics of the source of ElevenLabs' training data, with multiple voice actors claiming ElevenLabs used samples of their voices without their consent. [50] ElevenLabs, along with other companies in its category, has thus been seen as a potential challenge to the voice acting sector. [18]

See also

Related Research Articles

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.

<span class="mw-page-title-main">Voice acting</span> Performing voice-overs to represent a character or provide information

Voice acting is the art of performing a character or providing information to an audience with one's voice. Performers are often called voice actors/actresses in addition to other names. Examples of voice work include animated, off-stage, off-screen, or non-visible characters in various works such as films, dubbed foreign films, anime, television shows, video games, cartoons, documentaries, commercials, audiobooks, radio dramas and comedies, amusement rides, theater productions, puppet shows, and audio games.

<span class="mw-page-title-main">Audible (service)</span> Online audiobook and podcast service

Audible is an American online audiobook and podcast service that allows users to purchase and stream audiobooks and other forms of spoken word content. This content can be purchased individually or under a subscription model where the user receives "credits" that can be redeemed for content monthly and receive access to a curated on-demand library of content. Audible is the United States' largest audiobook producer and retailer. The service is owned by Audible, a wholly-owned subsidiary of Amazon.com, Inc., headquartered in Newark, New Jersey.

Music and artificial intelligence (AI) is the development of music software programs which use AI to generate music. As with applications in other fields, AI in music also simulates mental tasks. A prominent feature is the capability of an AI algorithm to learn based on past data, such as in computer accompaniment technology, wherein the AI is capable of listening to a human performer and performing accompaniment. Artificial intelligence also drives interactive composition technology, wherein a computer composes music in response to a live performance. There are other AI applications in music that cover not only music composition, production, and performance but also how music is marketed and consumed. Several music player programs have also been developed to use voice recognition and natural language processing technology for music voice control. Current research includes the application of AI in music composition, performance, theory and digital sound processing.

Grammarly is a Ukraine-founded cloud-based typing assistant. It reviews spelling, grammar, punctuation, clarity, engagement, and delivery mistakes in English texts, detects plagiarism, and suggests replacements for the identified errors. It also allows users to customize their style, tone, and context-specific language.

<span class="mw-page-title-main">Deepfake</span> Realistic artificially generated media

Deepfakes are images, videos, or audio which are edited or generated using artificial intelligence tools, and which may depict real or non-existent people. They are a type of synthetic media.

Digital cloning is an emerging technology, that involves deep-learning algorithms, which allows one to manipulate currently existing audio, photos, and videos that are hyper-realistic. One of the impacts of such technology is that hyper-realistic videos and photos makes it difficult for the human eye to distinguish what is real and what is fake. Furthermore, with various companies making such technologies available to the public, they can bring various benefits as well as potential legal and ethical concerns.

<span class="mw-page-title-main">Otter.ai</span> Transcription software company

Otter.ai, Inc. is an American transcription software company based in Mountain View, California. The company develops speech to text transcription applications using artificial intelligence and machine learning. Its software, called Otter, shows captions for live speakers, and generates written transcriptions of speech.

Synthetic media is a catch-all term for the artificial production, manipulation, and modification of data and media by automated means, especially through the use of artificial intelligence algorithms, such as for the purpose of misleading people or changing an original meaning. Synthetic media as a field has grown rapidly since the creation of generative adversarial networks, primarily through the rise of deepfakes as well as music synthesis, text generation, human image synthesis, speech synthesis, and more. Though experts use the term "synthetic media," individual methods such as deepfakes and text synthesis are sometimes not referred to as such by the media but instead by their respective terminology Significant attention arose towards the field of synthetic media starting in 2017 when Motherboard reported on the emergence of AI altered pornographic videos to insert the faces of famous actresses. Potential hazards of synthetic media include the spread of misinformation, further loss of trust in institutions such as media and government, the mass automation of creative and journalistic jobs and a retreat into AI-generated fantasy worlds. Synthetic media is an applied form of artificial imagination.

Deepfake pornography, or simply fake pornography, is a type of synthetic pornography that is created via altering already-existing photographs or video by applying deepfake technology to the images of the participants. The use of deepfake porn has sparked controversy because it involves the making and sharing of realistic videos featuring non-consenting individuals, typically female celebrities, and is sometimes used for revenge porn. Efforts are being made to combat these ethical concerns through legislation and technology-based solutions.

15.ai is a non-commercial freeware artificial intelligence web application that generates natural emotive high-fidelity text-to-speech voices from an assortment of fictional characters from a variety of media sources. Developed by a pseudonymous MIT researcher under the name 15, the project uses a combination of audio synthesis algorithms, speech synthesis deep neural networks, and sentiment analysis models to generate and serve emotive character voices faster than real-time, particularly those with a very small amount of trainable data.

An audio deepfake is a product of artificial intelligence used to create convincing speech sentences that sound like specific people saying things they did not say. This technology was initially developed for various applications to improve human life. For example, it can be used to produce audiobooks, and also to help people who have lost their voices to get them back. Commercially, it has opened the door to several opportunities. This technology can also create more personalized digital assistants and natural-sounding text-to-speech as well as speech translation services.

Synthesia is a synthetic media generation company that develops software used to create AI generated video content. It is based in London, England.

<span class="mw-page-title-main">Generative artificial intelligence</span> AI system capable of generating content in response to prompts

Generative artificial intelligence is a subset of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data. These models often generate output in response to specific prompts. Generative AI systems learn the underlying patterns and structures of their training data, enabling them to create new data.

<span class="mw-page-title-main">AI boom</span> Ongoing period of rapid progress in artificial intelligence

The AI boom, or AI spring, is an ongoing period of rapid progress in the field of artificial intelligence (AI) that started in the late 2010s before gaining international prominence in the early 2020s. Examples include protein folding prediction led by Google DeepMind as well as large language models and generative AI applications developed by OpenAI.

Respeecher is a Ukrainian software company developing speech synthesis software enabling one person to speak in the voice of another particular person using artificial intelligence.

Retrieval-based Voice Conversion (RVC) is an open source voice conversion AI algorithm that enables realistic speech-to-speech transformations, accurately preserving the intonation and audio characteristics of the original speaker.

<span class="mw-page-title-main">Colossyan</span> Technology company

Colossyan is a technology company that uses generative artificial intelligence (GenAI) to create corporate training videos.

NotebookLM is a research and note-taking online tool developed by Google Labs that uses artificial intelligence (AI), specifically Google Gemini, to assist users in interacting with their documents. It can generate summaries, explanations, and answers based on content uploaded by users. It also includes "Audio Overviews", which summarizes documents in a conversational, podcast-like format. The team building the product includes popular science author Steven Johnson and product manager Raiza Martin.

<span class="mw-page-title-main">Dominik Mate Kovacs</span>

Dominik Mate Kovacs is a technology entrepreneur, CEO, and founder of Colossyan, a company specializing in AI-powered video content creation. In 2024, he was included in the Forbes 30 Under 30 list in Europe's Technology category.

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