Recording guide
Three audio services, explained
Audio enhancement, audio transcription and audio authentication answer different questions. Here’s how to choose the help your recording needs.
The short answer
Choose audio enhancement, transcription or authentication
- Choose enhancement for a listening problem, transcription for a written reference, and authentication for a question about the recording’s history.
- A clearer recording or a readable transcript does not establish authenticity or identify a speaker.
- Keep the original unchanged, explain what you need to know, and agree on the work before commissioning it.
What audio enhancement, transcription and authentication mean
Audio enhancement aims to make captured sound easier to hear. Audio transcription puts understandable speech into writing. Audio authentication examines whether a recording fits its claimed origin and history. You may need one service or a combination, depending on what you want to learn. Start by separating the listening problem from the need for text or an examination of the file itself. That distinction helps you ask for useful work and understand what its result can establish.

Three services, three different questions
Enhancement addresses sound, transcription addresses words, and authentication addresses the recording’s claimed history. The same file can raise all three questions, but each needs its own answer.
The results below are general examples, rather than a list of Media Medic deliverables or a package you must order together.
| Service | Question it addresses | Typical general result | What it does not establish |
|---|---|---|---|
| Audio enhancement | Can the relevant sound be made easier to hear? | A processed listening copy | Whether the recording is authentic or who is speaking |
| Audio transcription | What speech can be represented in writing? | A written representation of audible speech | Whether the file is unedited or a speaker’s identity is correct |
| Audio authentication | Is the recording consistent with its claimed origin and history? | Examination findings limited to the question, material and analyses | Clearer words or automatic identification of a speaker |
For example, a transcript can help you find a conversation you want to revisit. A listening copy can help you evaluate that conversation. Neither result, by itself, answers a dispute about how the recording was made. Agree on which question matters before treating any one result as the answer to all three.
Getting the recording is a separate question
Getting a recording from a source or device is different from improving a file you already have. Acquisition obtains and preserves recording data; deleted-data recovery attempts to retrieve data that are no longer normally accessible. Recovery may be incomplete or unsuccessful. Neither task means making captured speech clearer.
Restoration works on the available recording. An examination addresses a defined question about it, such as its claimed history. Before discussing equipment, ask what material is available, which question the work will answer and what its limits are. Equipment and software are aids to that work; a tool list does not establish an examiner’s qualifications or a promised result. Confirm the actual scope offered before commissioning work.
Audio enhancement helps you hear the recording
You can hear that someone is speaking, but following the sentence still takes several replays. Enhancement works on the captured sound to make relevant speech or other sounds easier to evaluate.
Reducing steady background noise or adjusting an uneven voice level may help. Simply turning everything up also raises the interference, so a louder file is not automatically clearer. The useful comparison is whether the same words are easier to follow in the processed copy.
Different processes change different parts of the sound. Equalization, or EQ, changes the balance of frequencies, such as reducing low rumble. Noise reduction estimates unwanted sound and reduces components identified as noise. Dynamic range compression reduces the difference between louder and quieter levels; it does not separate a voice from everything around it. When speech and noise share characteristics, reducing the noise can also remove speech detail. Our guide to speech that remains unclear after noise reduction explains how to judge that tradeoff.
Consider a conversation partly covered by traffic. Lowering that interference may make the voice easier to hear. If two people spoke over each other, or the recording never captured enough detail, some words may remain unclear even when the background sounds quieter.
The original recording sets those limits. Enhancement cannot supply missing words, and it should not turn an uncertain phrase into a confident claim about what was said. Keep the source and listening copy distinct so you can return to the recording you started with. Questions about its history belong in a separately defined examination.
Transcription puts audible speech into words
A transcript lets you read, search and return to a recorded conversation without replaying the whole file each time. Creating that written reference is different from processing the sound. Transcription represents speech that can be understood; it does not make an unclear signal clearer on its own.
An uncertain word should stay uncertain in the text. Agree on a way to mark speech that cannot be understood rather than filling a gap with what would make sense in the sentence. A plausible sentence can still be wrong. Use the recording to check a disputed passage rather than relying on polished text alone.
Speaker labels also need care. “Speaker 1” can help a reader follow changes of voice. That label does not establish the person’s identity, even when a name seems likely from the conversation.
Before commissioning a transcript, ask how unclear words will be marked. Are timestamps and speaker labels available? What file format will you receive, and will it suit the way you need to review the text? Confirm these details rather than assuming every transcript includes them.
For more on the source recording, see our guide to improving recording quality for transcription. If you already have a difficult file, explain where the words become hard to follow.
A transcription percentage depends on its denominator
Same 58 correct words · one 116-word recording · June 2023 system test, published 2024
Calculated from the published counts for the June 2023 Whisper WAV result on one poor-quality, 44.2-second Australian English rehearsal recording. This is not a current tool ranking, a Media Medic result or a general accuracy estimate. These ratios are not word error rate.
Source: Debbie Loakes, Frontiers in Communication (2024), Table 2
Authentication examines the recording’s claimed history
Audio authentication examines a claim about the recording itself. Its provenance is its history and origin: how it was made and what happened to it afterward. The examination asks whether the available characteristics fit that account.
A sudden pause or change in background sound can be worth investigating. It is not enough, on its own, to establish deliberate editing. Recorder behavior and file conversion can also affect what is heard or found in the file. The claimed history gives those observations context.
An examiner may consider information stored with the file, known as metadata, alongside characteristics of the recorded sound. The appropriate examination depends on the question and the material available. Findings can be consistent with an original, inconsistent with an original, or inconclusive. An inconclusive result leaves the question unresolved; it should not be read as confirmation either way.
Before commissioning an examination, define whether the question concerns audible content, the recording’s integrity or listening clarity. Ask what documentation will describe the received file, its known history, the analyses performed and the reasoning behind any conclusion. An observation such as a change in background sound needs an explanation; it is not the conclusion by itself. Our audio and video evidence guide covers preparation and handoff questions. If the question is who is speaking, forensic voice comparison is a separately scoped task, rather than a result supplied by enhancement or metadata alone.
These distinctions follow SWGDE Best Practices for Digital Audio Authentication, approved v1.3 (September 20, 2018), which explains the scope and limits of digital audio examinations.
If this is the question you need addressed, see our audio authentication page and confirm the work proposed for your file. A listening improvement and an integrity finding answer different needs; neither automatically determines a speaker’s identity.
Which service does your recording need?
Choose by what you need to know, rather than by which service name sounds most thorough. These four situations offer a starting point:
- You cannot follow a recorded interview. Ask about enhancement. For an attorney or investigator reviewing an interview, the useful goal may be hearing a particular answer more clearly. Identify the difficult moment and what obscures it, without supplying the words you expect to hear.
- You can hear the speech but need a written reference. Ask about transcription. A person organizing a family interview, for example, may want to find a story in the text and return to its place in the recording.
- You suspect a splice or dispute the file’s history. Ask about authentication. Explain the change you noticed and what the recording is claimed to represent. The question concerns the recording itself, even if every word is easy to hear.
- The speech is difficult and you also need text. Enhancement and transcription may both be useful. Discuss the listening problem and the written result together so the proposed work addresses both.
If integrity is disputed, raise that concern before anyone processes or converts the source. The examiner should define suitable work and its order. There is no universal rule that every recording must be enhanced first or transcribed first, and needing one service does not mean you must commission all three.
Keep the original and describe the question
A clear request helps the person reviewing your file understand the question without being steered toward an expected answer.
- Keep the original unchanged. Retain the source you have and distinguish it from working copies. Do not save cleaned or converted audio over it. Label earlier processed versions so they can be understood in relation to the source.
- Describe the history you know. Say how the recording was made or obtained, and whether it was forwarded, exported or processed. If you do not know, say so. Having only a copy does not automatically make the file useless.
- Point to the relevant moments neutrally. Give timestamps where possible. “The voice becomes difficult to hear at 02:15” describes a listening problem. Leave out suggested wording that could influence what someone expects to hear.
- State the result you need. Explain whether you want easier listening, a written reference, or an examination of a particular claim about the recording. Mention any concern about its history alongside that request.
Re-encoding a file can remove information about its original format that would have been useful to examine. Keep the version you received even if you also have a more convenient listening copy. Tell the reviewer which is which.
Questions about combining the services
Enhancement, transcription and authentication can be combined when a recording raises more than one question. Agree on each task and the order of work separately; clearer sound or text does not by itself establish authenticity or speaker identity.
Does cleaning up audio prove it is authentic?
No. A clearer listening copy can help you evaluate the sound, but it does not establish how the source was created or whether it was edited. If authenticity is the concern, keep the source unchanged and describe that question separately. The fact that a voice becomes easier to hear does not settle it.
Can a transcript show that a recording was edited?
A transcript alone cannot establish file integrity. A puzzling sentence, apparent gap or notation may point to a moment worth investigating, but the text does not explain why it occurred. Check the corresponding audio and describe the concern. Drawing a conclusion about editing requires examination of the recording and its relevant history.
Does audio authentication tell you who is speaking?
It does not automatically identify a speaker. Examining a recording’s integrity and comparing a questioned voice with a known speaker are distinct tasks. Confirm which question the proposed work will answer and what material it requires. A name in a transcript or a familiar-sounding voice should not be treated as an identity finding.
Start with the question you need answered
Media Medic’s core work is audio and video restoration. Transcripts and authentication are available for additional fees, with their scope agreed separately.
Start with a free file review. An audio engineer listens to assess whether restoration can improve the recording before an invoice is sent. Confirm the proposed work and quote before deciding. The initial review is a starting point for that discussion; it is not a full authentication examination.
Tell us what you need to hear or understand, where the difficulty occurs, and whether you have a question about the recording’s history.
Sources
Media Medic
Audio and video restoration for recordings that matter.