Encyclopedia

Sample Rate & Bit Depth Explained

Sample rate is how many times per second audio is measured (44,100 times at 44.1 kHz), and bit depth is how precisely each measurement is stored (16-bit gives about 96 dB of dynamic range, 24-bit about 144 dB). For a music release, export your master at the sample rate you mixed at, 44.1 kHz or higher, as a 24-bit WAV or FLAC; use 48 kHz when the audio goes with video. Spotify and Apple both ask you not to upsample or pad a lower-resolution file, and YouTube recommends 48 kHz audio in the videos you upload.

Part of Preparing a releaseFree tool: Measure loudness and true peak in the free MusicMind reportUpdated

Key Takeaways

  • ✓Sample rate sets the highest frequency a file can hold: half the sample rate (the Nyquist limit). 44.1 kHz reaches 22.05 kHz, above the roughly 20 kHz upper limit of human hearing.
  • ✓Bit depth sets the noise floor: about 6 dB of dynamic range per bit, so roughly 96 dB for 16-bit and 144 dB for 24-bit (theoretical values).
  • ✓Spotify asks for 44.1 kHz or higher, 24-bit if that is your native master, FLAC preferred and WAV accepted, and tells you to deliver the audio exactly as it was mastered.
  • ✓Apple accepts 44.1 to 192 kHz at 16 or 24 bits; Apple Digital Masters asks for 24-bit sources at the highest native sample rate, with no upsampling or bit-padding.
  • ✓YouTube recommends 48 kHz audio (AAC-LC or Opus in an MP4) for the videos you upload.
  • ✓32-bit float is a working format for recording and mixing; deliver 24-bit unless your distributor asks for something else.

Sample Rates and Bit Depths Compared

The two settings answer different questions. Sample rate decides which frequencies can be stored; bit depth decides how quiet a detail can be before it disappears into the noise floor. The values below are the ones you will meet when exporting music.
SettingWhat it meansLimit it setsWhat it is for
44.1 kHz44,100 measurements per secondFrequencies up to 22.05 kHzCD audio and music masters; the minimum Spotify asks for
48 kHz48,000 measurements per secondFrequencies up to 24 kHzVideo, film and broadcast; the rate YouTube recommends for uploads
96 kHz96,000 measurements per secondFrequencies up to 48 kHzHigh-resolution recording and mastering; room for heavy pitch and time processing
16-bit65,536 possible levels per sampleAbout 96 dB of dynamic rangeCD delivery; Spotify accepts it only when no higher bit depth master exists
24-bit16,777,216 possible levels per sampleAbout 144 dB of dynamic range (theoretical)Recording, mixing and the master to deliver to Spotify and Apple
32-bit floatA 24-bit-precision value with an exponentPeaks above 0 dBFS are stored without clipping inside the fileRecording and mixing inside the DAW; not what most distributors expect

Sources: Spotify for Artists: Audio file formats for Spotify (read 30 September 2026); YouTube Help: YouTube recommended upload encoding settings (read 30 September 2026).

What to Export for Spotify, Apple Music and YouTube

You deliver songs to Spotify and Apple Music through a distributor, so the distributor's upload rules apply first; the table shows what the platforms themselves publish. Spotify's instruction is short: deliver the audio exactly as it was mastered, keep the original sample rate and bit depth, and let Spotify do any conversion. Apple asks for the same thing in different words: send the highest native resolution you have, and do not upsample or bit-pad a 16-bit file to 24-bit. The YouTube row covers videos you upload yourself, such as a visualizer or lyric video. A release sent through a distributor reaches streaming services from the master you gave the distributor, not from a video file.
PlatformSample rateBit depthFormatWhat else the documentation says
Spotify44.1 kHz or higher24-bit if that is the native master; 16-bit only if no higher bit depth master existsFLAC preferred, WAV accepted; stereoTracks above 24-bit are reduced internally to at most 44.1 kHz/24-bit FLAC. Tracks below 16-bit or 44.1 kHz are upconverted to 44.1 kHz/16-bit and are not eligible for lossless playback.
Apple Music44.1, 48, 88.2, 96, 176.4 or 192 kHz16-bit or 24-bitVia your distributorApple Digital Masters: use 24-bit sources, deliver the highest native sample rate, do not upsample or bit-pad, leave at least 1 dB of headroom.
YouTube (video uploads)48 kHzNot applicable (lossy codec)AAC-LC or Opus audio in an MP4; stereo at 384 kbpsThese are recommended upload settings for the video file, not a requirement for your audio master.

Sources: Spotify for Artists: Audio file formats for Spotify (read 30 September 2026); Apple Music Provider Support: Digital packaging for music (read 30 September 2026); Apple: Apple Digital Masters technology brief (PDF) (read 30 September 2026); YouTube Help: YouTube recommended upload encoding settings (read 30 September 2026).

Sample Rate: How Often Audio Is Measured

Digital audio stores a sound wave as a series of measurements. The sample rate is how many measurements are taken per second, in hertz: at 44,100 Hz the wave is measured 44,100 times every second. The Nyquist-Shannon sampling theorem says a signal can be reconstructed exactly if it is sampled at more than twice its highest frequency. So a 44.1 kHz file can hold frequencies up to 22.05 kHz, slightly above the upper limit of human hearing (about 20 kHz, and lower for most adults). Before sampling, an anti-aliasing filter removes content above half the sample rate. Without it, those frequencies would fold back into the audible range as aliasing, a distortion unrelated to the original sound. The gap between 20 kHz and 22.05 kHz gives that filter room to work.

44.1 kHz vs. 48 kHz: Which Should You Use?

Work at the rate your project needs and keep it through to the master. For music that will be released as audio, 44.1 kHz or higher is fine; if you already recorded and mixed at 48 kHz or 96 kHz, deliver that, because Spotify and Apple both ask for the native rate rather than a conversion. For audio that will sit under video, use 48 kHz. The two rates have different histories. 44.1 kHz comes from early digital recording on video tape: PCM adaptors stored 3 samples per video line, and 3 × 245 lines × 60 fields (NTSC) and 3 × 294 lines × 50 fields (PAL) both give 44,100 samples per second. The CD standard kept that rate. 48 kHz became the video and film standard because it divides evenly into common frame rates: 2,000 samples per frame at 24 fps and 1,600 at 30 fps. That makes audio and picture easy to keep in sync, which is why YouTube recommends 48 kHz for uploads. Converting between the two with a good sample-rate converter is not audible in practice, but every conversion is a processing step. Do it once, at the end, and only when the destination needs it.

Sources: Spotify for Artists: Audio file formats for Spotify (read 30 September 2026); Apple: Apple Digital Masters technology brief (PDF) (read 30 September 2026); YouTube Help: YouTube recommended upload encoding settings (read 30 September 2026).

Bit Depth: How Precisely Each Sample Is Stored

Bit depth is the number of possible values each sample can take: 2^16 = 65,536 for 16-bit and 2^24 = 16,777,216 for 24-bit. More values mean smaller rounding errors, which sit as a noise floor under the music. Each bit adds about 6 dB of dynamic range, so 16-bit reaches about 96 dB and 24-bit about 144 dB. In practice, converters and rooms are noisier than 24-bit allows, so 24-bit is effectively noise-free headroom: you can record at sensible levels without the quiet parts approaching the noise floor. If you need a 16-bit file, for a CD or a service that only takes 16-bit, add dither when you reduce the bit depth. Dither is a very low level of noise that turns rounding distortion into a smooth, benign hiss. Reduce bit depth once, as the last step; never go back up by padding a 16-bit file to 24-bit, because the extra bits contain nothing.

32-Bit Float: For Mixing, Not Delivery

A 32-bit floating-point sample stores a value with 24 bits of precision plus an exponent, so precision stays the same whether the signal is quiet or loud. The practical benefit is that levels above 0 dBFS inside a DAW or a 32-bit float file do not clip; you can turn them down later and the peaks come back intact. That makes 32-bit float a good working format for recording and mixing. It is not what most distributors expect for delivery, and Spotify reduces anything above 24-bit internally. Bounce your final master to 24-bit (with the true peak below your ceiling) unless your distributor documents something else.

Sources: Spotify for Artists: Audio file formats for Spotify (read 30 September 2026).

High-Resolution Audio: What the Evidence Says

High-resolution audio means sample rates above 48 kHz and/or bit depths above 16 bits, usually 24-bit at 96 or 192 kHz. Apple, for example, calls audio up to 48 kHz lossless and audio above 48 kHz, up to 192 kHz, hi-resolution lossless. Whether listeners can hear the difference is contested. A 2016 meta-analysis of eighteen published experiments (over 400 participants and 12,500 trials) by Joshua Reiss, published in the Journal of the Audio Engineering Society, found a small but statistically significant ability to tell high-resolution audio from 16-bit, 44.1 or 48 kHz audio, and a much larger effect when listeners had been trained. It did not find a large, obvious difference for untrained listeners. The clearer benefits are in production: higher rates move the anti-aliasing filter further above the audible range and give pitch-shifting and time-stretching more material to work with. For delivery, the platforms' advice is the useful rule: send what you have natively, and do not upsample.

Sources: Apple Music Provider Support: Digital packaging for music (read 30 September 2026); Reiss, J. D. (2016). A Meta-Analysis of High Resolution Audio Perceptual Evaluation. JAES 64(6) (read 30 September 2026).

WAV, FLAC and Lossy Formats

Lossless: WAV, AIFF, FLAC, ALAC

WAV and AIFF store uncompressed PCM samples with a header that states the sample rate, bit depth and channel count. FLAC and Apple Lossless (ALAC) compress the same samples without discarding anything, so files are smaller but decode to exactly the original. Spotify prefers FLAC and accepts WAV; Apple Music delivers its catalogue to listeners as ALAC. Uncompressed stereo audio takes a predictable amount of space: about 10.6 MB per minute at 44.1 kHz/16-bit, 17.3 MB at 48 kHz/24-bit and 34.6 MB at 96 kHz/24-bit (sample rate × 2 channels × bytes per sample × 60 seconds).

Lossy: MP3, AAC, Ogg Vorbis, Opus

Lossy codecs discard detail that a psychoacoustic model predicts you will not hear, which makes files far smaller. They have no fixed bit depth. A lossy file cannot be turned back into a lossless one: converting an MP3 to WAV only makes a larger copy of the lossy sound. Deliver the lossless master; Spotify documents FLAC or WAV delivery, and Apple accepts 16- or 24-bit audio.

Sources: Spotify for Artists: Audio file formats for Spotify (read 30 September 2026); Apple: Apple Digital Masters technology brief (PDF) (read 30 September 2026).

How to Check Your File's Sample Rate and Bit Depth

Your DAW or audio editor shows both values in its file or project information, and the command-line tool ffprobe (part of FFmpeg) prints them: run ffprobe -hide_banner yourfile.wav and read the stream line, which shows the codec, sample rate and sample format (for example pcm_s24le, 48000 Hz, stereo). The free check on this page reads the same information from the file's header, in your browser; the audio is not uploaded. It reads the header rather than decoding the file because browsers decode audio at the playback device's sample rate, as 32-bit floating point, so a decoded file no longer tells you what the original was.

Check your own track's sample rate and bit depth, free

The check reads the file's header in your browser. Nothing is uploaded.

Compared with Spotify for Artists: Audio file formats for Spotify; Apple Music Provider Support: Digital packaging for music; Apple: Apple Digital Masters technology brief (PDF); YouTube Help: YouTube recommended upload encoding settings, read on 30 September 2026.

Frequently Asked Questions

Should I use 44.1 kHz or 48 kHz?+
Use the rate your project is already at and keep it through to the master. For a music release, 44.1 kHz or higher is fine, and Spotify and Apple both ask for your native rate rather than a conversion. For audio that goes with video, use 48 kHz, which is also the rate YouTube recommends for uploads.
What sample rate and bit depth does Spotify want?+
Spotify's artist documentation asks for 44.1 kHz or higher, 24-bit if that is your native master (16-bit only if no higher bit depth master exists), stereo, as FLAC (preferred) or WAV. It asks you to deliver the audio exactly as it was mastered and to let Spotify handle conversions. Files below 44.1 kHz or 16-bit are upconverted and are not eligible for lossless playback.
Is 24-bit better than 16-bit?+
For recording, mixing and delivering a master, yes: 24-bit has a much lower noise floor (about 144 dB of theoretical dynamic range against about 96 dB), and Spotify and Apple Digital Masters both prefer a 24-bit master. For a finished, dithered file played at normal levels, 16-bit already exceeds the dynamic range of real listening rooms.
Should I export 32-bit float?+
Use 32-bit float while recording and mixing, where it prevents clipping inside the file. For the master you deliver, bounce to 24-bit unless your distributor asks for something else; Spotify reduces anything above 24-bit internally.
Does upsampling to 96 kHz improve quality?+
No. Upsampling a 44.1 kHz file to 96 kHz cannot add information that was never recorded, and Apple's Apple Digital Masters guidance says not to upsample or bit-pad files. Deliver the resolution you recorded and mixed at.
What is the Nyquist theorem?+
The Nyquist-Shannon sampling theorem says a signal can be reconstructed exactly from samples taken at more than twice its highest frequency. A 44.1 kHz sample rate therefore captures frequencies up to 22.05 kHz, which covers the range of human hearing (about 20 Hz to 20 kHz).
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